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I'm curious if this can be integrated with Linear 🤔?",{"_30":1802,"_34":1803},[],{"_36":37,"_38":1804,"_40":916,"_42":1805,"_44":1806,"_46":1825,"_48":49},"KR34eZ5F",{},[1807,1812,1818],{"_36":1808,"_58":1809,"_61":1810,"_42":1811,"_48":49},"Italic",[134],[1626],{},{"_36":57,"_58":1813,"_61":1814,"_42":1816,"_48":1817},[1605],[1815],12,{},"https://unsplash.com/@tkristin?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash",{"_36":57,"_58":1819,"_61":1821,"_42":1823,"_48":1824},[1820],16,[1822],24,{},"https://unsplash.com/photos/selective-focus-photography-of-boy-wearing-black-batman-cape-qJDkJRTedNw?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash","(Photo by TK on Unsplash)",{"_30":1827,"_34":1878},[1828,1864,1871],{"_30":1829,"_34":1859},[1830,1838,1845,1852],{"_30":1831,"_34":1832},[],{"_36":37,"_38":1833,"_40":1834,"_42":1835,"_44":1836,"_46":1837,"_48":49},"um-3EZY4","bafy2bzaceat5lyzd5bg5cdwylhcf72ujs5yuppaipp6j6wnrzze4gtfpgtykg",{},[],"get all the issues assigned to me from Linear",{"_30":1839,"_34":1840},[],{"_36":37,"_38":1841,"_40":1834,"_42":1842,"_44":1843,"_46":1844,"_48":49},"_BdeDJC4",{},[],"expand the issue and explain how to fix/solve it based on the codebase",{"_30":1846,"_34":1847},[],{"_36":37,"_38":1848,"_40":1834,"_42":1849,"_44":1850,"_46":1851,"_48":49},"gQZxaZTO",{},[],"spawn background agents for each task to solve those",{"_30":1853,"_34":1854},[],{"_36":37,"_38":1855,"_40":1834,"_42":1856,"_44":1857,"_46":1858,"_48":49},"7V_UMM97",{},[],"create PRs when the issue is fixed.",{"_36":37,"_38":1860,"_40":1834,"_42":1861,"_44":1862,"_46":1863,"_48":49},"CRTda4Xl",{"_128":1706},[],"In Seed Hypermedia we do use Linear to track issues, and based on this tooling what I would love is:",{"_30":1865,"_34":1866},[],{"_36":37,"_38":1867,"_40":1834,"_42":1868,"_44":1869,"_46":1870,"_48":49},"h-U0nMGy",{},[],"With this setup in place, I can focus more on bigger and more complex tasks and improve the application a lot more.",{"_30":1872,"_34":1873},[],{"_36":37,"_38":1874,"_40":1834,"_42":1875,"_44":1876,"_46":1877,"_48":49},"9pQ0hSNv",{},[],"What do you think? 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This video helped me understand it better",{"_30":1914,"_34":1915},[],{"_36":1789,"_38":1916,"_40":941,"_42":1917,"_44":1918,"_46":49,"_48":1919},"t98eUVda",{"_128":129},[],"https://www.youtube.com/embed/0ctWRkOqKFc",{"_30":1921,"_34":1922},[],{"_36":37,"_38":1923,"_40":941,"_42":1924,"_44":1925,"_46":1942,"_48":49},"OEg97OO-",{},[1926,1931,1936],{"_36":1808,"_58":1927,"_61":1928,"_42":1930,"_48":49},[134],[1929],37,{},{"_36":57,"_58":1932,"_61":1933,"_42":1934,"_48":1935},[1605],[1822],{},"https://unsplash.com/@haberdoedas2?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash",{"_36":57,"_58":1937,"_61":1939,"_42":1940,"_48":1941},[1938],28,[83],{},"https://unsplash.com/photos/a-couple-of-toy-soldiers-standing-in-a-puddle-of-water-Xvs3bPbRaZ8?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash","(Photo by Haberdoedas II on Unsplash)",[158],"/short-posts/how-to-background-agents","2025-06-26T10:32:36.725Z",{"_180":950,"_245":951},{},{"_279":941,"_283":948},{"_38":928,"_291":158,"_159":1950,"_231":931,"_293":-5,"_294":-5,"_295":-5,"_296":-5,"_290":6},[160,930],1779253831633,[450,928,931,6],"[\"ENTITY\",\"hm://z6Mkvz9TgGtv9zsGsdrksfNk1ajbFancgHREJEz3Y2HsAVdk/short-posts/how-to-background-agents\",\"bafy2bzacedykphdpu4hxvocqrtvdirkescpak2pwauhremjwrlei6rddn4eb4\",true]",{"_305":1955,"_448":2030,"_451":2031},{"_307":1956,"_433":434,"_435":2029,"_437":-5,"_438":134,"_439":134,"_440":134,"_441":-5,"_442":-5,"_443":23,"_444":445,"_446":447},{"_36":25,"_25":1957,"_38":2027},{"_27":1958,"_231":957,"_232":158,"_233":2022,"_159":2023,"_235":964,"_237":964,"_239":2024,"_249":2025,"_279":957,"_281":2026,"_285":286},[1959,1966,1973,1987,2000],{"_30":1960,"_34":1961},[],{"_36":37,"_38":1962,"_40":957,"_42":1963,"_44":1964,"_46":1965,"_48":49},"JCUSPdXv",{},[],"Just saw the \"pause subscription\" feature on Canva and I found it amazing!.",{"_30":1967,"_34":1968},[],{"_36":37,"_38":1969,"_40":957,"_42":1970,"_44":1971,"_46":1972,"_48":49},"tIdQXGSc",{},[],"My daughter uses canva a lot for school and we wanted to pause the subscription for summer and seeing that they do support this makes me realize that their product team really study their audience and create features that fit our needs!",{"_30":1974,"_34":1975},[],{"_36":37,"_38":1976,"_40":957,"_42":1977,"_44":1978,"_46":1986,"_48":49},"2CiSI_9r",{},[1979],{"_36":57,"_58":1980,"_61":1982,"_42":1984,"_48":1985},[1981],77,[1983],81,{},"https://seed.hyper.media","This is something I would love to have and make our users feel when they use Seed! ❤️",{"_30":1988,"_34":1989},[],{"_36":37,"_38":1990,"_40":957,"_42":1991,"_44":1992,"_46":1999,"_48":49},"oF7AnhtE",{},[1993],{"_36":57,"_58":1994,"_61":1995,"_42":1997,"_48":1998},[113],[1996],130,{},"https://www.canva.com/help/pause-annual-canva-plan/","If you want to learn more about how to pause your Canva plan: you can go here: https://www.canva.com/help/pause-annual-canva-plan/",{"_30":2001,"_34":2002},[],{"_36":37,"_38":2003,"_40":957,"_42":2004,"_44":2005,"_46":2021,"_48":49},"rTG-iING",{},[2006,2011,2016],{"_36":1808,"_58":2007,"_61":2008,"_42":2010,"_48":49},[134],[2009],29,{},{"_36":57,"_58":2012,"_61":2013,"_42":2014,"_48":2015},[1605],[1820],{},"https://unsplash.com/@getswello?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash",{"_36":57,"_58":2017,"_61":2018,"_42":2019,"_48":2020},[756],[1938],{},"https://unsplash.com/photos/a-laptop-computer-sitting-on-top-of-a-wooden-table-eD1E6Rqyeag?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash","(Photo by Swello on Unsplash)",[158],"/short-posts/great-product-features-in-the-wild-canva-pause-subscription",{"_180":973,"_242":974,"_245":975},{},{"_279":957,"_283":971},{"_38":954,"_291":158,"_159":2028,"_231":957,"_293":-5,"_294":-5,"_295":-5,"_296":-5,"_290":6},[160,956],1779253831647,[450,954,957,6],"[\"ENTITY\",\"hm://z6Mkvz9TgGtv9zsGsdrksfNk1ajbFancgHREJEz3Y2HsAVdk/short-posts/great-product-features-in-the-wild-canva-pause-subscription\",\"bafy2bzacea7vojodpdgu7wfbvkjqwbtqyazlpoagtkzm7vxrm5iv7buoudom6\",true]",{"_305":2033,"_448":2787,"_451":2788},{"_307":2034,"_433":434,"_435":2786,"_437":-5,"_438":134,"_439":134,"_440":134,"_441":-5,"_442":-5,"_443":23,"_444":445,"_446":447},{"_36":25,"_25":2035,"_38":2784},{"_27":2036,"_231":1248,"_232":158,"_233":2778,"_159":2779,"_235":1257,"_237":2780,"_239":2781,"_249":2782,"_279":1258,"_281":2783,"_285":286},[2037,2103,2147,2255,2310,2372,2431,2474,2532,2750],{"_30":2038,"_34":2098},[2039,2046,2058,2065,2078,2085],{"_30":2040,"_34":2041},[],{"_36":37,"_38":2042,"_40":1258,"_42":2043,"_44":2044,"_46":2045,"_48":49},"3E74sKdR",{},[],"Open source software has run for thirty years on an implicit assumption: that anyone showing up with a working patch had invested non-trivial human attention to produce it. That assumption was the silent collateral behind every merged PR. It justified maintainer trust, it filtered low-effort contributions automatically, and it made certain classes of attack uneconomical.",{"_30":2047,"_34":2048},[],{"_36":37,"_38":2049,"_40":1248,"_42":2050,"_44":2051,"_46":2057,"_48":49},"PCQUnJue",{},[2052],{"_36":132,"_58":2053,"_61":2054,"_42":2056,"_48":49},[134],[2055],30,{},"That assumption is now broken.",{"_30":2059,"_34":2060},[],{"_36":37,"_38":2061,"_40":1258,"_42":2062,"_44":2063,"_46":2064,"_48":49},"HckG42IS",{},[],"Two forces have collapsed it simultaneously. The first is generative AI, which has reduced the marginal cost of producing plausible-looking code to nearly zero. A contributor today can produce dozens of patches in an afternoon, none of which they understand, all of which compile. Maintainers report drowning in \"slop PRs\" — submissions that pass surface-level review but reveal, on closer inspection, that the contributor cannot answer basic questions about their own change.",{"_30":2066,"_34":2067},[],{"_36":37,"_38":2068,"_40":1248,"_42":2069,"_44":2070,"_46":2077,"_48":49},"PX9xfwHv",{},[2071],{"_36":1465,"_58":2072,"_61":2074,"_42":2076,"_48":49},[2073],67,[2075],75,{},"The second is the professionalization of supply-chain attacks. The xz-utils incident in 2024 made it clear that patient, well-resourced adversaries are willing to spend years building maintainer credibility in order to ship a single backdoor. Between these two pressures — the high-volume noise floor and the high-effort targeted attack — the maintainers of widely-used packages are being squeezed from both sides at once.",{"_30":2079,"_34":2080},[],{"_36":37,"_38":2081,"_40":1258,"_42":2082,"_44":2083,"_46":2084,"_48":49},"b_UG3JOw",{},[],"The standard responses have been inadequate. Mandatory 2FA, signed commits, and Sigstore-style attestations all answer the question \"is this contribution from who it claims to be from?\" None of them answer the question that actually matters now: \"should I trust this person to touch this code?\"",{"_30":2086,"_34":2087},[],{"_36":37,"_38":2088,"_40":1258,"_42":2089,"_44":2090,"_46":2097,"_48":49},"FCKELYPG",{},[2091],{"_36":132,"_58":2092,"_61":2094,"_42":2096,"_48":49},[2093],129,[2095],150,{},"This proposal sketches a different approach. Rather than treating every contributor as either trusted or untrusted, we propose a graduated trust model in which the friction a contributor faces is a function of their position in a portable, cryptographically verifiable web of trust. Contributors who are socially close to a project face minimal friction. Contributors who are distant or unknown face proof-of-work requirements substantial enough that AI cannot shortcut them. The graph itself becomes the substrate for separating signal from noise.",{"_36":125,"_38":2099,"_40":1258,"_42":2100,"_44":2101,"_46":2102,"_48":49},"x0axcGpF",{"_128":129},[],"The problem",{"_30":2104,"_34":2142},[2105,2117,2124,2135],{"_30":2106,"_34":2107},[],{"_36":37,"_38":2108,"_40":1258,"_42":2109,"_44":2110,"_46":2116,"_48":49},"WeDHEIFO",{},[2111],{"_36":132,"_58":2112,"_61":2113,"_42":2115,"_48":49},[1752],[2114],50,{},"Every repository or organization is a trust origin — a point in a graph from which trust radiates outward. A contributor's required proof-of-work is calculated from their shortest meaningful path to that origin through a network of signed, scoped, revocable vouches.",{"_30":2118,"_34":2119},[],{"_36":1465,"_38":2120,"_40":1258,"_42":2121,"_44":2122,"_46":2123,"_48":49},"4mhK1W4F",{"_1537":49},[],"hop 0 → maintainers (trust origin) → no proof-of-work\nhop 1 → vouched-for contributors → trivial: signed commits, basic checks\nhop 2 → friend-of-friend → light: keep-alive identity, single reviewer\nhop 3 → third-degree connection → meaningful: context proofs, observation window\nhop ∞ → unknown / no path → maximum: full PoW + canary quarantine",{"_30":2125,"_34":2126},[],{"_36":37,"_38":2127,"_40":1258,"_42":2128,"_44":2129,"_46":2134,"_48":49},"Fz-G1mmK",{},[2130],{"_36":132,"_58":2131,"_61":2132,"_42":2133,"_48":49},[1822],[111],{},"The key insight is that the graph itself is the proof-of-work substrate. We do not need to invent new computational puzzles. Being inside the graph is the costly thing, because entry requires that someone already inside is willing to stake their own reputation to vouch for you. That stake is the proof-of-work — paid by the voucher, on the candidate's behalf, in a currency (reputation) that AI cannot generate.",{"_30":2136,"_34":2137},[],{"_36":37,"_38":2138,"_40":1258,"_42":2139,"_44":2140,"_46":2141,"_48":49},"Xiwk95g5",{},[],"This inverts the usual model. Today, the cost of submitting a contribution is paid almost entirely by maintainers, in attention. In a graduated trust model, that cost is shifted onto the contributor and their vouchers, in proportion to their distance from the project.",{"_36":125,"_38":2143,"_40":1258,"_42":2144,"_44":2145,"_46":2146,"_48":49},"3Ce1S6m4",{"_128":129},[],"The core mechanic: friction proportional to social distance",{"_30":2148,"_34":2250},[2149,2156,2167,2178,2190,2202,2214,2225,2238],{"_30":2150,"_34":2151},[],{"_36":37,"_38":2152,"_40":1258,"_42":2153,"_44":2154,"_46":2155,"_48":49},"7dzZk5fa",{},[],"The nature of the work should change with distance, not just the amount. The closer you are, the less you need to prove because someone has already proved it for you.",{"_30":2157,"_34":2158},[],{"_36":37,"_38":2159,"_40":1258,"_42":2160,"_44":2161,"_46":2166,"_48":49},"Twmyp4kx",{},[2162],{"_36":132,"_58":2163,"_61":2164,"_42":2165,"_48":49},[134],[1780],{},"Hop 0–1: inside the trust circle. No friction beyond what exists today. Commits get reviewed and merged on the maintainer's normal cadence. The vouch has already happened; piling on additional proofs would be redundant theater.",{"_30":2168,"_34":2169},[],{"_36":37,"_38":2170,"_40":1258,"_42":2171,"_44":2172,"_46":2177,"_48":49},"pUf8Drl2",{},[2173],{"_36":132,"_58":2174,"_61":2175,"_42":2176,"_48":49},[134],[1822],{},"Hop 2: friend-of-friend. Lightweight, asynchronous proofs designed to filter out throwaway accounts and obviously low-effort contributions. A signing key that has been active for a configurable period. Passing automated checks. A single reviewer acknowledgment from a hop-1-or-closer contributor. The goal here is not to verify competence — your voucher already did that — but to verify that you are who you claim to be, and that this is not a one-shot drive-by.",{"_30":2179,"_34":2180},[],{"_36":37,"_38":2181,"_40":1258,"_42":2182,"_44":2183,"_46":2189,"_48":49},"IVGSkw-5",{},[2184],{"_36":132,"_58":2185,"_61":2186,"_42":2188,"_48":49},[134],[2187],44,{},"Hop 3 and beyond: substantive proof-of-work. Now we want costly signals that AI cannot fake. Several mechanisms compose well:",{"_30":2191,"_34":2192},[],{"_36":37,"_38":2193,"_40":1258,"_42":2194,"_44":2195,"_46":2201,"_48":49},"ShIwwYFa",{},[2196],{"_36":1808,"_58":2197,"_61":2198,"_42":2200,"_48":49},[134],[2199],17,{},"Proof of context. Before review begins, the contributor must answer questions generated from the surrounding code's history and design documents. Why does this function exist? What was the prior approach, and why was it rejected? These are questions trivial for someone who has read the code and difficult for someone who has only had a model write a patch. The maintainer does not need to write the questions manually — they can be auto-generated from git blame, design docs, and prior PR discussions, and a trusted human reviewer only adjudicates the answers.",{"_30":2203,"_34":2204},[],{"_36":37,"_38":2205,"_40":1258,"_42":2206,"_44":2207,"_46":2213,"_48":49},"wPsLElYy",{},[2208],{"_36":1808,"_58":2209,"_61":2210,"_42":2212,"_48":49},[134],[2211],14,{},"Proof of time. The PR sits in a public observation window proportional to hop distance. AI compresses the cost of generating a patch toward zero, but it cannot compress real-world calendar time. A 24-hour window at hop 2 might extend to 30 days at hop ∞, with notifications to dependent projects so that downstream consumers have time to flag concerns.",{"_30":2215,"_34":2216},[],{"_36":37,"_38":2217,"_40":1258,"_42":2218,"_44":2219,"_46":2224,"_48":49},"JxAkL0E-",{},[2220],{"_36":1808,"_58":2221,"_61":2222,"_42":2223,"_48":49},[134],[2055],{},"Proof of corroborating review. N independent reviewers, each at hop 2 or closer, must stake their own reputation on the change. This converts review from an unpaid attention drain into a reputation-bearing act. Reviewers who consistently approve good changes accumulate reputation; reviewers who rubber-stamp something malicious lose it.",{"_30":2226,"_34":2227},[],{"_36":37,"_38":2228,"_40":1258,"_42":2229,"_44":2230,"_46":2237,"_48":49},"_cDavomm",{},[2231],{"_36":1808,"_58":2232,"_61":2234,"_42":2236,"_48":49},[134,2233],146,[756,2235],151,{},"Proof of prior work. The contributor can link to merged contributions in adjacent projects. These count not as raw line counts but as weighted by those projects' trust graphs. A contributor who has accumulated standing in a related ecosystem starts closer to the origin than a true unknown.",{"_30":2239,"_34":2240},[],{"_36":37,"_38":2241,"_40":1258,"_42":2242,"_44":2243,"_46":2249,"_48":49},"qrKAphAT",{},[2244],{"_36":132,"_58":2245,"_61":2246,"_42":2248,"_48":49},[134],[2247],26,{},"No path: maximum friction. A contributor with no graph connection to the project faces the highest barrier — full PoW across all the above dimensions, plus their contribution gets quarantined behind a feature flag in a canary release until it accumulates positive runtime signal. This is not a permanent ban. It is a deliberately steep on-ramp for genuinely new contributors, designed to ensure that the cheapest path into a project's trust graph runs through actual relationship-building rather than account creation.",{"_36":125,"_38":2251,"_40":1258,"_42":2252,"_44":2253,"_46":2254,"_48":49},"XXfVmXW9",{"_128":129},[],"What \"proof-of-work\" means at each hop",{"_30":2256,"_34":2305},[2257,2264,2275,2286,2298],{"_30":2258,"_34":2259},[],{"_36":37,"_38":2260,"_40":1258,"_42":2261,"_44":2262,"_46":2263,"_48":49},"Wju74sPG",{},[],"A vouch is not a \"like\" button. It is a signed, reputation-staked attestation with three properties that distinguish it from existing endorsement systems:",{"_30":2265,"_34":2266},[],{"_36":37,"_38":2267,"_40":1258,"_42":2268,"_44":2269,"_46":2274,"_48":49},"74TZrIMH",{},[2270],{"_36":132,"_58":2271,"_61":2272,"_42":2273,"_48":49},[134],[1607],{},"Vouches are scoped. \"I vouch for Alice on cryptographic code\" is not the same as \"I vouch for Alice on documentation.\" A maintainer who is excellent at JavaScript should not accidentally extend their trust into a kernel module. Scopes can be hierarchical (language → ecosystem → project) so contributors do not need a separate vouch for every repository, but they should be narrow enough that misplaced trust is contained.",{"_30":2276,"_34":2277},[],{"_36":37,"_38":2278,"_40":1258,"_42":2279,"_44":2280,"_46":2285,"_48":49},"LqoVmDDp",{},[2281],{"_36":132,"_58":2282,"_61":2283,"_42":2284,"_48":49},[134],[2055],{},"Vouches expire unless renewed. A vouch granted in 2018 should not still be granting hop-1 access in 2026 without an affirmative renewal. This addresses the dormant-account compromise scenario directly: a maintainer who stopped paying attention five years ago no longer has live trust to lose, and an attacker who takes over their account inherits an expiring asset rather than a permanent one.",{"_30":2287,"_34":2288},[],{"_36":37,"_38":2289,"_40":1258,"_42":2290,"_44":2291,"_46":2297,"_48":49},"4hb6ppUl",{},[2292],{"_36":132,"_58":2293,"_61":2294,"_42":2296,"_48":49},[134],[2295],49,{},"Vouches are public, revocable, and consequential. When you vouch for someone who later turns out to be malicious, your own reputation degrades, and so does the reputation of everyone who vouched for you, with exponential decay by hop distance. This is the mechanism that makes the xz scenario meaningfully harder. Today, no one pays a price when they trust the wrong person; the cost is externalized onto downstream users. In this model, vouchers have skin in the game.",{"_30":2299,"_34":2300},[],{"_36":37,"_38":2301,"_40":1258,"_42":2302,"_44":2303,"_46":2304,"_48":49},"lqz8lsRP",{},[],"The reputation degradation needs to be calibrated carefully — too punitive and no one will vouch for newcomers, too lenient and the signal is meaningless. The right calibration probably looks something like: small, recoverable losses for vouching for someone who turns out to be merely incompetent; large, slow-to-recover losses for vouching for someone who ships a backdoor.",{"_36":125,"_38":2306,"_40":1258,"_42":2307,"_44":2308,"_46":2309,"_48":49},"FzhHkXKd",{"_128":129},[],"The vouching mechanism is where the security lives",{"_30":2311,"_34":2367},[2312,2319,2330,2348,2360],{"_30":2313,"_34":2314},[],{"_36":37,"_38":2315,"_40":1258,"_42":2316,"_44":2317,"_46":2318,"_48":49},"o2BzS1Nq",{},[],"A naive shortest-path calculation is brittle. If a single compromised account can serve as a bridge that lets attackers reach hop 1 of every project, the system collapses the moment any well-connected maintainer is phished. Three refinements address this:",{"_30":2320,"_34":2321},[],{"_36":37,"_38":2322,"_40":1258,"_42":2323,"_44":2324,"_46":2329,"_48":49},"6wlVrC9C",{},[2325],{"_36":132,"_58":2326,"_61":2327,"_42":2328,"_48":49},[134],[1822],{},"Multiple disjoint paths. A contributor's effective hop distance should be calculated over multiple independent paths, not just the shortest one. If you can only reach a project through a single intermediary, you are effectively at that intermediary's hop plus one — not your nominal distance. This makes single-account compromise dramatically less valuable to attackers, because compromising one bridge node only buys access through that node, not the union of every project that node touches.",{"_30":2331,"_34":2332},[],{"_36":37,"_38":2333,"_40":1248,"_42":2334,"_44":2335,"_46":2347,"_48":49},"7lC6iZXs",{},[2336,2340],{"_36":132,"_58":2337,"_61":2338,"_42":2339,"_48":49},[134],[60],{},{"_36":57,"_58":2341,"_61":2343,"_42":2345,"_48":2346},[2342],288,[2344],298,{},"https://en.wikipedia.org/wiki/EigenTrust","Path quality weighting. Edges should be weighted by the voucher's history and current stake, not treated as binary present/absent. A vouch from a long-standing, high-reputation maintainer should count for more than a vouch from someone who joined the graph last week. This is essentially EigenTrust applied to contribution graphs.",{"_30":2349,"_34":2350},[],{"_36":37,"_38":2351,"_40":1258,"_42":2352,"_44":2353,"_46":2359,"_48":49},"frXmv6hR",{},[2354],{"_36":132,"_58":2355,"_61":2356,"_42":2358,"_48":49},[134],[2357],18,{},"Per-domain graphs. Your hop distance to a cryptography library should be computed over cryptography-domain vouches, not your generic social graph. A contributor with deep standing in frontend tooling does not get a free pass to touch crypto primitives. The graph is not one graph — it is a family of overlapping, scoped graphs.",{"_30":2361,"_34":2362},[],{"_36":37,"_38":2363,"_40":1258,"_42":2364,"_44":2365,"_46":2366,"_48":49},"q2ZnggVP",{},[],"Together these refinements move the model from \"shortest path\" to something closer to \"weighted, scoped, multi-path reputation flow.\" This is harder to compute and harder to game.",{"_36":125,"_38":2368,"_40":1258,"_42":2369,"_44":2370,"_46":2371,"_48":49},"8CR8GLUk",{"_128":129},[],"Hop calculation: subtleties that matter",{"_30":2373,"_34":2426},[2374,2381,2392,2408,2419],{"_30":2375,"_34":2376},[],{"_36":37,"_38":2377,"_40":1258,"_42":2378,"_44":2379,"_46":2380,"_48":49},"zLaiWtpv",{},[],"The reason to take this approach seriously is that it pushes back on each of the major attack vectors simultaneously, in ways that single-mechanism solutions do not.",{"_30":2382,"_34":2383},[],{"_36":37,"_38":2384,"_40":1258,"_42":2385,"_44":2386,"_46":2391,"_48":49},"xWc3jc6t",{},[2387],{"_36":132,"_58":2388,"_61":2389,"_42":2390,"_48":49},[134],[1467],{},"AI slop PRs stop being a maintainer-attention problem because they cannot accumulate vouches. No one with reputation will stake on a stranger spamming patches. Slop submissions sit at hop ∞ permanently, hit maximum friction, and never reach the front of the maintainer's queue. The signal-to-noise ratio at the review surface improves dramatically without maintainers having to manually triage.",{"_30":2393,"_34":2394},[],{"_36":37,"_38":2395,"_40":1258,"_42":2396,"_44":2397,"_46":2407,"_48":49},"mmR2gi2K",{},[2398,2402],{"_36":132,"_58":2399,"_61":2400,"_42":2401,"_48":49},[134],[1607],{},{"_36":1808,"_58":2403,"_61":2404,"_42":2406,"_48":49},[1996],[2405],144,{},"xz-style long games become harder, though not impossible. The attacker still has to build credibility, but they now have to build graph position — collecting vouches from people whose reputations are on the line. Every vouch they accumulate is a person who will lose standing when the attack surfaces. This creates natural detection incentives that do not exist today: vouchers have reason to monitor the people they vouched for, because their own reputation depends on it. The attack does not become impossible, but it becomes louder, slower, and more expensive.",{"_30":2409,"_34":2410},[],{"_36":37,"_38":2411,"_40":1258,"_42":2412,"_44":2413,"_46":2418,"_48":49},"HgJCVr6i",{},[2414],{"_36":132,"_58":2415,"_61":2416,"_42":2417,"_48":49},[134],[756],{},"Maintainer takeovers become explicit graph events rather than quiet commit-bit grants. A handoff is a signed, visible vouch transfer. The community can observe \"this project's trust origin just shifted toward someone whose strongest connections are in an unrelated ecosystem\" and apply scrutiny in proportion. Compromised accounts that attempt to grant themselves elevated trust trigger anomaly signals in the graph — sudden changes in vouching patterns from a long-stable account are themselves a detection vector.",{"_30":2420,"_34":2421},[],{"_36":37,"_38":2422,"_40":1258,"_42":2423,"_44":2424,"_46":2425,"_48":49},"IxVL1drr",{},[],"None of these are bulletproof. A determined, well-resourced attacker who builds a clean identity over many years and earns genuine vouches can still ship a backdoor. The goal is not to eliminate the threat — it is to raise the cost floor enough that opportunistic attacks become uneconomical and patient attacks leave more traces.",{"_36":125,"_38":2427,"_40":1258,"_42":2428,"_44":2429,"_46":2430,"_48":49},"eLgGk5ik",{"_128":129},[],"Why this addresses the current threat landscape",{"_30":2432,"_34":2469},[2433,2440,2455,2462],{"_30":2434,"_34":2435},[],{"_36":37,"_38":2436,"_40":1258,"_42":2437,"_44":2438,"_46":2439,"_48":49},"ayzUqEZ9",{},[],"Open source's defining superpower has always been frictionlessness. A 14-year-old in any country with internet access can land a patch in a project that ships to billions of devices. That has to remain true for low-risk contributions to low-criticality projects, or we will have replaced one problem with a worse one.",{"_30":2441,"_34":2442},[],{"_36":37,"_38":2443,"_40":1258,"_42":2444,"_44":2445,"_46":2454,"_48":49},"bzLaAoXU",{},[2446],{"_36":132,"_58":2447,"_61":2450,"_42":2453,"_48":49},[2448,2449],88,153,[2451,2452],108,177,{},"The right system is therefore adaptive. Friction scales with two independent variables: contributor distance (how far you are from the trust origin) and contribution criticality (how dangerous the change is if it turns out to be malicious).",{"_30":2456,"_34":2457},[],{"_36":37,"_38":2458,"_40":1258,"_42":2459,"_44":2460,"_46":2461,"_48":49},"Ke6q2hQ1",{},[],"Criticality signals already exist in the ecosystem. The OpenSSF Criticality Score, dependency-graph centrality, and the security-sensitivity of the touched code paths (cryptographic primitives, authentication, parsers, build scripts) all provide inputs. A typo fix in a project's README from an unknown contributor should still be near-frictionless. A change to a parser in a library that ships in every Linux distribution should require substantial proof-of-work even from hop-2 contributors.",{"_30":2463,"_34":2464},[],{"_36":37,"_38":2465,"_40":1258,"_42":2466,"_44":2467,"_46":2468,"_48":49},"i0G2F7wp",{},[],"The dial that needs to exist is contribution-friction-as-a-function-of-(distance, criticality). Most of the inputs to that dial already exist. What is missing is the wiring.",{"_36":125,"_38":2470,"_40":1258,"_42":2471,"_44":2472,"_46":2473,"_48":49},"QEW8W8NZ",{"_128":129},[],"The friction has to be adaptive",{"_30":2475,"_34":2527},[2476,2483,2490,2501,2512],{"_30":2477,"_34":2478},[],{"_36":37,"_38":2479,"_40":1258,"_42":2480,"_44":2481,"_46":2482,"_48":49},"L__J8qF_",{},[],"The graph is most valuable when it is dense and least useful when it is empty. Early adopters face all the friction with none of the network effects. This is the place where the proposal is most vulnerable, and worth being honest about.",{"_30":2484,"_34":2485},[],{"_36":37,"_38":2486,"_40":1258,"_42":2487,"_44":2488,"_46":2489,"_48":49},"axKG9L1f",{},[],"A few mechanisms can ease the bootstrap:",{"_30":2491,"_34":2492},[],{"_36":37,"_38":2493,"_40":1258,"_42":2494,"_44":2495,"_46":2500,"_48":49},"DQJiP74U",{},[2496],{"_36":1808,"_58":2497,"_61":2498,"_42":2499,"_48":49},[134],[63],{},"Seed from existing signals. Long-running PGP webs of trust, Sigstore identities, OpenSSF Scorecards, and high-history GitHub accounts all carry information that maps imperfectly but usefully onto initial graph positions. A new participant should not start from absolute zero; their existing reputation should import as a prior, decaying over time as they accumulate native vouches.",{"_30":2502,"_34":2503},[],{"_36":37,"_38":2504,"_40":1258,"_42":2505,"_44":2506,"_46":2511,"_48":49},"oG0KDFJ7",{},[2507],{"_36":1808,"_58":2508,"_61":2509,"_42":2510,"_48":49},[134],[1929],{},"Start with high-criticality projects. The friction model is most valuable, and the network-effects bootstrapping problem least painful, in projects where contributors are already willing to accept significant friction. Cryptographic libraries, kernel components, and widely-depended-on infrastructure are natural starting points. The model can spread outward from there as the graph densifies.",{"_30":2513,"_34":2514},[],{"_36":37,"_38":2515,"_40":1258,"_42":2516,"_44":2517,"_46":2526,"_48":49},"mcDQS_Uo",{},[2518],{"_36":1808,"_58":2519,"_61":2522,"_42":2525,"_48":49},[134,2520,2521],87,234,[97,2523,2524],93,238,{},"Make the graph useful even before universal adoption. If the graph provides value as a signal — a maintainer can see \"this contributor has hop 3 to this project, here are their cross-project vouches\" — even before it is enforced as a gate, adoption can be incremental. Maintainers can use it to allocate attention before they use it to allocate access.",{"_36":125,"_38":2528,"_40":1258,"_42":2529,"_44":2530,"_46":2531,"_48":49},"G79Dq-dw",{"_128":129},[],"Bootstrapping is the hard part",{"_30":2533,"_34":2738},[2534,2547,2554,2561,2575,2594,2608,2622,2636,2648,2655,2662,2731],{"_30":2535,"_34":2536},[],{"_36":37,"_38":2537,"_40":1248,"_42":2538,"_44":2539,"_46":2546,"_48":49},"u-9uFcqY",{},[2540],{"_36":132,"_58":2541,"_61":2543,"_42":2545,"_48":49},[2542],112,[2544],162,{},"The reason this proposal lives at the intersection of open source security and decentralized hypermedia is that the trust graph cannot live on any single platform. GitHub, GitLab, Codeberg, sourcehut, and self-hosted forges all need to read and write the same graph. A maintainer's reputation should not evaporate when they migrate projects between hosts. A contributor's standing in one ecosystem should be cryptographically verifiable from another.",{"_30":2548,"_34":2549},[],{"_36":37,"_38":2550,"_40":1248,"_42":2551,"_44":2552,"_46":2553,"_48":49},"ZmHxFOxd",{},[],"This places a specific set of demands on the substrate. The graph must be portable across forges and platforms, with no single point of authority that can revoke or censor. Vouches must be cryptographically verifiable signed claims, not platform-specific endorsements that disappear when the platform changes its policies. The graph must be decentralized at the protocol level, even though communities can and should curate their own subgraphs. And it must be composable across projects — the same vouching primitive should work whether you are gating a kernel patch or a documentation fix.",{"_30":2555,"_34":2556},[],{"_36":37,"_38":2557,"_40":1248,"_42":2558,"_44":2559,"_46":2560,"_48":49},"whoAwKkK",{},[],"This is unusually well-aligned with what Seed Hypermedia already provides. Seed is not a generic document store onto which a social graph would need to be retrofitted. The primitives this proposal requires are, for the most part, already in the system — currently used for publishing, collaboration, and account discovery, but structurally suited to a much more ambitious application.",{"_30":2562,"_34":2570},[2563],{"_30":2564,"_34":2565},[],{"_36":37,"_38":2566,"_40":1248,"_42":2567,"_44":2568,"_46":2569,"_48":49},"oLOnILr8",{},[],"Every Seed account is rooted in an Ed25519 keypair derived from a twelve-word seed phrase. Identity is cryptographic and self-sovereign — there is no platform that can revoke it, and no central registry that needs to agree it exists. This is exactly the identity layer a contributor reputation graph requires. A Seed account is a stable, portable, cryptographically verifiable identity that can outlive any particular forge, project, or even the Seed application itself.",{"_36":125,"_38":2571,"_40":1248,"_42":2572,"_44":2573,"_46":2574,"_48":49},"Ok-tDuoc",{"_128":129},[],"Accounts and identity.",{"_30":2576,"_34":2589},[2577],{"_30":2578,"_34":2579},[],{"_36":37,"_38":2580,"_40":1248,"_42":2581,"_44":2582,"_46":2588,"_48":49},"LjGQOXr7",{},[2583],{"_36":1808,"_58":2584,"_61":2585,"_42":2587,"_48":49},[1513],[2586],41,{},"Seed already has the concept of a contact — a signed record that one account publishes about another. Contacts are directional and queryable in both directions: you can list contacts an account has created, and contacts that have been created about an account. They are revocable through tombstones, which means a \"vouch\" is not a permanent declaration but a current, observable state that can be withdrawn. The contact mechanism today is primitive — closer to \"I follow this person\" than \"I stake my reputation on this person's competence in cryptography\" — but the structural shape is correct. Adding scoped attestations, expirations, and reputation weight to contacts is an extension of an existing primitive rather than the invention of a new one.",{"_36":125,"_38":2590,"_40":1248,"_42":2591,"_44":2592,"_46":2593,"_48":49},"RNK8z0LD",{"_128":129},[],"Contacts as the vouching primitive.",{"_30":2595,"_34":2603},[2596],{"_30":2597,"_34":2598},[],{"_36":37,"_38":2599,"_40":1248,"_42":2600,"_44":2601,"_46":2602,"_48":49},"H5nRmpW9",{},[],"Seed's capability system is even more directly suited to the proof-of-work gating layer. A capability is an unforgeable signed token where an Issuer grants a Delegate the ability to perform some role on some resource, under specified constraints. It is, by design, similar in spirit to UCAN, SPKI/SDSI, and ZCAP-LD, but simpler and tightly scoped. The capability model is exactly the right primitive for \"hop-1 contributors on this project may bypass the observation window\" or \"this contributor has been granted reviewer status by the maintainers of these three related projects.\" The friction policies described earlier in this proposal are, in effect, capability-validation rules.",{"_36":125,"_38":2604,"_40":1248,"_42":2605,"_44":2606,"_46":2607,"_48":49},"MynkNIjj",{"_128":129},[],"Capabilities for delegated trust.",{"_30":2609,"_34":2617},[2610],{"_30":2611,"_34":2612},[],{"_36":37,"_38":2613,"_40":1248,"_42":2614,"_44":2615,"_46":2616,"_48":49},"CYJeu33p",{},[],"The friction-and-criticality policies that gate contribution — the rules that say a parser change in a high-criticality project needs three hop-2 reviewers and a 14-day window — are themselves content. They are exactly the kind of artifact Seed is designed to host: signed, versioned, forkable documents that a community curates collectively. A maintainer organization publishes its contribution policy as a Seed document; downstream consumers can read it, fork it, propose changes through Seed's existing collaboration mechanisms, and verify which version was in force at the time a contribution was merged. The policy layer is not a separate system to build. It is an application of the publishing system that already exists.",{"_36":125,"_38":2618,"_40":1248,"_42":2619,"_44":2620,"_46":2621,"_48":49},"c-O77azA",{"_128":129},[],"Documents as the policy layer.",{"_30":2623,"_34":2631},[2624],{"_30":2625,"_34":2626},[],{"_36":37,"_38":2627,"_40":1248,"_42":2628,"_44":2629,"_46":2630,"_48":49},"CxHYoh1F",{},[],"Because everything in Seed is content-addressed and signed, the trust graph inherits properties that are difficult or impossible to retrofit onto a centralized service. Historical state is auditable: you can verify what the graph looked like at any past point in time, which means a contribution merged six months ago can be evaluated against the policies and vouches that existed then, not the ones that exist now. Compromise events can be replayed and analyzed. The graph itself becomes a permanent, queryable record of trust evolution in an ecosystem.",{"_36":125,"_38":2632,"_40":1248,"_42":2633,"_44":2634,"_46":2635,"_48":49},"37ARZSLn",{"_128":129},[],"The graph is already content-addressed.",{"_30":2637,"_34":2638},[],{"_36":37,"_38":2639,"_40":1248,"_42":2640,"_44":2641,"_46":2647,"_48":49},"hQZ1OlMg",{},[2642],{"_36":132,"_58":2643,"_61":2644,"_42":2646,"_48":49},[83],[2645],182,{},"What this means in practice is that the trust graph is not a new system to design from scratch — it is a richer use of contacts, capabilities, and documents than Seed currently makes. The primitives are already there. The work is in extending contacts with the missing properties (scope, expiration, reputation weight), defining the policy schema as a Seed document type, and building the hop-distance calculation as a pure function over the existing graph.",{"_30":2649,"_34":2650},[],{"_36":37,"_38":2651,"_40":1248,"_42":2652,"_44":2653,"_46":2654,"_48":49},"xcm_62X-",{},[],"The concrete proposal for the Seed team is to treat OSS contributor reputation as a high-leverage application of the existing platform — one that is genuinely needed by a community already in crisis, and that exercises every primitive Seed has built. A minimum viable version looks like an extension of contacts to support scoped, expiring, weight-bearing attestations; a Seed document schema for project contribution policies; a reference implementation of multi-path hop-distance over the contact graph; and an integration with at least one forge (a GitHub Action and a Forgejo plugin would cover most of the ecosystem) that surfaces hop distance and friction recommendations in the PR review interface. None of this requires forges to adopt the gating model on day one — it provides value as a signal first, and as an enforcement layer later.",{"_30":2656,"_34":2657},[],{"_36":37,"_38":2658,"_40":1248,"_42":2659,"_44":2660,"_46":2661,"_48":49},"nG_gx_sr",{},[],"It also positions Seed for something larger than the OSS use case. A web of trust that proves itself on contributor reputation is the same web of trust that can carry forward to journalism, scientific peer review, community moderation, and any other domain where the cost of false trust has risen sharply because AI has lowered the cost of fabrication. OSS is the most acute current need, but it is not the only one. Building this primitive well, on the substrate Seed already provides, lays groundwork that other communities will need shortly.",{"_30":2663,"_34":2726},[2664],{"_30":2665,"_34":2721},[2666,2677,2688,2699,2710],{"_30":2667,"_34":2668},[],{"_36":37,"_38":2669,"_40":1248,"_42":2670,"_44":2671,"_46":2676,"_48":49},"cOaOjQG8",{},[2672],{"_36":132,"_58":2673,"_61":2674,"_42":2675,"_48":49},[134],[60],{},"Reputation calibration. How severe should the cost be for vouching for someone who turns out to be malicious? Too punitive and the graph stays sparse; too lenient and vouches mean nothing.",{"_30":2678,"_34":2679},[],{"_36":37,"_38":2680,"_40":1248,"_42":2681,"_44":2682,"_46":2687,"_48":49},"q9WBwY6r",{},[2683],{"_36":132,"_58":2684,"_61":2685,"_42":2686,"_48":49},[134],[2055],{},"Sybil resistance at the edges. What prevents an attacker from creating a cluster of mutually-vouching fake accounts? Disjoint paths help, but the formal analysis needs work.",{"_30":2689,"_34":2690},[],{"_36":37,"_38":2691,"_40":1248,"_42":2692,"_44":2693,"_46":2698,"_48":49},"UYaetQqe",{},[2694],{"_36":132,"_58":2695,"_61":2696,"_42":2697,"_48":49},[134],[1086],{},"Privacy. A fully public graph reveals a lot about contributor relationships. Are there meaningful zero-knowledge variants, or is publicness an acceptable cost?",{"_30":2700,"_34":2701},[],{"_36":37,"_38":2702,"_40":1248,"_42":2703,"_44":2704,"_46":2709,"_48":49},"SaxeL0AY",{},[2705],{"_36":132,"_58":2706,"_61":2707,"_42":2708,"_48":49},[134],[1469],{},"Governance of scopes. Who decides what \"cryptography scope\" means? A taxonomy that is too rigid will not adapt; one that is too flexible can be gamed.",{"_30":2711,"_34":2712},[],{"_36":37,"_38":2713,"_40":1248,"_42":2714,"_44":2715,"_46":2720,"_48":49},"y-JljYa_",{},[2716],{"_36":132,"_58":2717,"_61":2718,"_42":2719,"_48":49},[134],[1626],{},"Recovery from compromise. When a high-reputation account is compromised, how does the graph recover? Mass vouch-revocation events need to be possible without destroying legitimate trust.",{"_36":37,"_38":2722,"_40":1248,"_42":2723,"_44":2724,"_46":2725,"_48":49},"vi6Uv9XQ",{"_128":1509},[],"This proposal is deliberately a sketch rather than a specification. Several questions need work before implementation:",{"_36":125,"_38":2727,"_40":1248,"_42":2728,"_44":2729,"_46":2730,"_48":49},"yD45QsXG",{"_128":129},[],"Open questions",{"_30":2732,"_34":2733},[],{"_36":37,"_38":2734,"_40":1248,"_42":2735,"_44":2736,"_46":2737,"_48":49},"gzXaH_3-",{},[],"These are real questions, but none of them strike me as fundamentally blocking. They are the kind of questions that get answered by building the thing, not by debating it further in the abstract.",{"_36":125,"_38":2739,"_40":2740,"_42":2741,"_44":2742,"_46":2749,"_48":49},"eXBH7LIs","bafy2bzaceaw4yt4mmadhfwvihozfcnfsdx3bw3f3hlexuqb3hzwcsomdikbiu",{"_128":129},[2743],{"_36":224,"_58":2744,"_61":2745,"_42":2747,"_48":2748},[1469],[2746],22,{},"hm://z6Mko5npVz4Bx9Rf4vkRUf2swvb568SDbhLwStaha3HzgrLS/:profile?v=bafy2bzacecyr5dz7t2a6zwge5at2vzcq7qbhnyelrd7fxnriliatmn6g77kfw&l","How this connects to ",{"_30":2751,"_34":2773},[2752,2759,2766],{"_30":2753,"_34":2754},[],{"_36":37,"_38":2755,"_40":1258,"_42":2756,"_44":2757,"_46":2758,"_48":49},"jTp4L9-u",{},[],"The trust assumptions that carried open source through its first thirty years are not coming back. AI has eliminated the cost of producing plausible code, and well-resourced adversaries have demonstrated patience that neither maintainers nor existing tooling are equipped to detect. The response cannot be more 2FA, more signing, or more attestations of the same identities we already had — those answer the wrong question.",{"_30":2760,"_34":2761},[],{"_36":37,"_38":2762,"_40":1258,"_42":2763,"_44":2764,"_46":2765,"_48":49},"BVoQSNJg",{},[],"The right question is whether someone should be trusted to touch this code, and the right answer comes from a portable, cryptographically verifiable web of trust where contribution friction scales inversely with social distance. Close contributors keep working at full velocity. Distant contributors face proof-of-work that AI cannot shortcut. Vouchers carry the cost of their own endorsements, creating the detection incentives that today are absent.",{"_30":2767,"_34":2768},[],{"_36":37,"_38":2769,"_40":1258,"_42":2770,"_44":2771,"_46":2772,"_48":49},"Dj2n5HZx",{},[],"This is a substantial project, but most of the primitives already exist. What is missing is the wiring, and a substrate willing to host the graph without trying to own it. Both are within reach.",{"_36":125,"_38":2774,"_40":1258,"_42":2775,"_44":2776,"_46":2777,"_48":49},"NO6fYysA",{"_128":129},[],"Conclusion",[158],"/writing/graduated-trust-a-web-of-trust-proposal-for-open-source-in-the-ai-era","2026-05-03T23:17:12.601Z",{"_180":1272,"_843":1273},{},{"_279":1258,"_283":1270},{"_38":1245,"_291":158,"_159":2785,"_231":1248,"_293":-5,"_294":-5,"_295":-5,"_296":-5,"_290":6},[202,1247],1779253831685,[450,1245,1248,6],"[\"ENTITY\",\"hm://z6Mkvz9TgGtv9zsGsdrksfNk1ajbFancgHREJEz3Y2HsAVdk/writing/graduated-trust-a-web-of-trust-proposal-for-open-source-in-the-ai-era\",\"bafy2bzacebwfg5xewwuzipix4hfygcygyau6je6x7aej7jvpwxfut4i2w4yqi\",true]",{"_305":2790,"_448":3494,"_451":3495},{"_307":2791,"_433":434,"_435":3493,"_437":-5,"_438":134,"_439":134,"_440":134,"_441":-5,"_442":-5,"_443":23,"_444":445,"_446":447},{"_36":25,"_25":2792,"_38":3491},{"_27":2793,"_231":1279,"_232":158,"_233":3486,"_159":3487,"_235":1286,"_237":1286,"_239":3488,"_249":3489,"_279":1279,"_281":3490,"_285":286},[2794,2867,3033,3117,3186,3283,3424,3479],{"_30":2795,"_34":2862},[2796,2849],{"_30":2797,"_34":2840},[2798,2814,2833],{"_30":2799,"_34":2800},[],{"_36":37,"_38":2801,"_40":1279,"_42":2802,"_44":2803,"_46":2813,"_48":49},"1W3w3N1y",{},[2804,2808],{"_36":132,"_58":2805,"_61":2806,"_42":2807,"_48":49},[170],[2211],{},{"_36":1808,"_58":2809,"_61":2811,"_42":2812,"_48":49},[2810],84,[753],{},"It is not true that mixing a serif and a sans-serif inherently makes long-form text more readable. Modern typography research finds that the serif/sans distinction itself has little measurable effect on reading speed or comprehension on today's screens.",{"_30":2815,"_34":2816},[],{"_36":37,"_38":2817,"_40":1279,"_42":2818,"_44":2819,"_46":2832,"_48":49},"47BqIbzm",{},[2820,2826],{"_36":132,"_58":2821,"_61":2823,"_42":2825,"_48":49},[149,2822],89,[1605,2824],111,{},{"_36":1808,"_58":2827,"_61":2829,"_42":2831,"_48":49},[2828],127,[2830],166,{},"It is true, and broadly accepted by typographers, that giving headings and body text two identifiably different fonts improves navigation, hierarchy and visual rhythm — which is a different (and arguably more important) kind of \"readability\" for displays where people scan before they read.",{"_30":2834,"_34":2835},[],{"_36":37,"_38":2836,"_40":1279,"_42":2837,"_44":2838,"_46":2839,"_48":49},"r_qfVoRt",{},[],"The serif-for-body / sans-for-headings convention is one well-tested way to achieve that contrast, especially in books and long-form articles, but it's a convention, not a law. Two serifs, two sans, or a superfamily can work just as well.",{"_36":37,"_38":2841,"_40":1279,"_42":2842,"_44":2843,"_46":2848,"_48":49},"_s0rZkT_",{"_128":1509},[2844],{"_36":132,"_58":2845,"_61":2846,"_42":2847,"_48":49},[1607],[1780],{},"Your hypothesis is partially true, but the framing matters:",{"_30":2850,"_34":2851},[],{"_36":37,"_38":2852,"_40":1279,"_42":2853,"_44":2854,"_46":2861,"_48":49},"hvYOTP90",{},[2855],{"_36":132,"_58":2856,"_61":2858,"_42":2860,"_48":49},[2857],66,[2859],210,{},"So the practical principle isn't \"always mix serif + sans.\" It's: use enough contrast between heading and body type to make hierarchy obvious, while keeping enough harmony that the page feels like one document.",{"_36":125,"_38":2863,"_40":1279,"_42":2864,"_44":2865,"_46":2866,"_48":49},"btaJ35CA",{"_128":129},[],"TL;DR",{"_30":2868,"_34":3028},[2869,2893,2938,2963,3008],{"_30":2870,"_34":2884},[2871],{"_30":2872,"_34":2873},[],{"_36":37,"_38":2874,"_40":1279,"_42":2875,"_44":2876,"_46":2883,"_48":49},"QPMYYzAm",{},[2877],{"_36":132,"_58":2878,"_61":2880,"_42":2882,"_48":49},[2879],109,[2881],140,{},"Often called the \"Typographer's Bible\". Bringhurst doesn't prescribe a serif/sans rule. His framing is about rhythm, proportion, and harmony, and about choosing typefaces that suit the content and reader. His typeface-combination advice is essentially: contrast must serve the text, not decorate it. The book itself is set in Minion (serif) for body and FF Scala Sans (sans) for secondary material — a serif-body / sans-headings pairing applied with discipline rather than as a default.",{"_36":125,"_38":2885,"_40":1279,"_42":2886,"_44":2887,"_46":2892,"_48":49},"_xrXPWXi",{"_128":129},[2888],{"_36":1808,"_58":2889,"_61":2890,"_42":2891,"_48":49},[756],[97],{},"Robert Bringhurst — The Elements of Typographic Style",{"_30":2894,"_34":2928},[2895,2910],{"_30":2896,"_34":2904},[2897],{"_30":2898,"_34":2899},[],{"_36":37,"_38":2900,"_40":1279,"_42":2901,"_44":2902,"_46":2903,"_48":49},"yG7RHTCz",{},[],"\"You can mix any two fonts that are identifiably different. If you've heard that you can only mix a serif font with a sans serif font, it's not true.\"",{"_36":37,"_38":2905,"_40":1279,"_42":2906,"_44":2908,"_46":2909,"_48":49},"usv29C9p",{"_128":2907},"Blockquote",[],"Butterick is one of the most-cited modern voices and explicitly contradicts the popular belief:",{"_30":2911,"_34":2912},[],{"_36":37,"_38":2913,"_40":1279,"_42":2914,"_44":2915,"_46":2927,"_48":49},"Rj4wucSm",{},[2916,2921],{"_36":1808,"_58":2917,"_61":2918,"_42":2920,"_48":49},[2075],[2919],95,{},{"_36":132,"_58":2922,"_61":2924,"_42":2926,"_48":49},[2923],113,[2925],186,{},"He points out that American newspapers routinely set headlines and body in two different serifs, and argues that lower contrast between fonts is often more effective than higher contrast. His real rule is consistency of role: each font has a defined job (body, headings, captions, etc.).",{"_36":125,"_38":2929,"_40":1279,"_42":2930,"_44":2931,"_46":2937,"_48":49},"tkLUcIP8",{"_128":129},[2932],{"_36":1808,"_58":2933,"_61":2934,"_42":2936,"_48":49},[756],[2935],40,{},"Matthew Butterick — Practical Typography",{"_30":2939,"_34":2953},[2940],{"_30":2941,"_34":2942},[],{"_36":37,"_38":2943,"_40":1279,"_42":2944,"_44":2945,"_46":2952,"_48":49},"d0ErewZk",{},[2946],{"_36":132,"_58":2947,"_61":2949,"_42":2951,"_48":49},[2948],179,[2950],192,{},"Argues for the \"tried-and-true combination of using a classic neutral heading typeface and a classic neutral body typeface,\" and notes you can get a strong, varied page from just two typefaces (e.g. Helvetica Neue + Garamond) by using different weights and sizes. Their core point: avoid letting two strongly-personalitied fonts compete; pick one to lead.",{"_36":125,"_38":2954,"_40":1279,"_42":2955,"_44":2956,"_46":2962,"_48":49},"Twl0aNOq",{"_128":129},[2957],{"_36":1808,"_58":2958,"_61":2959,"_42":2961,"_48":49},[756],[2960],57,{},"Smashing Magazine — Best Practices of Combining Typefaces",{"_30":2964,"_34":2999},[2965],{"_30":2966,"_34":2988},[2967,2974,2981],{"_30":2968,"_34":2969},[],{"_36":37,"_38":2970,"_40":1279,"_42":2971,"_44":2972,"_46":2973,"_48":49},"O8ZHphip",{},[],"Serifs in body text create a horizontal reading rhythm that helps the eye flow across long lines.",{"_30":2975,"_34":2976},[],{"_36":37,"_38":2977,"_40":1279,"_42":2978,"_44":2979,"_46":2980,"_48":49},"g1qBq1xQ",{},[],"Sans-serif headings are visually distinct at large sizes and don't clutter the page with serifs at display scale.",{"_30":2982,"_34":2983},[],{"_36":37,"_38":2984,"_40":1279,"_42":2985,"_44":2986,"_46":2987,"_48":49},"ZZWKV3Oq",{},[],"Matching x-heights between the two faces is more important than the serif/sans choice itself.",{"_36":37,"_38":2989,"_40":1279,"_42":2990,"_44":2991,"_46":2998,"_48":49},"FXG7CJpb",{"_128":1509},[2992],{"_36":132,"_58":2993,"_61":2995,"_42":2997,"_48":49},[2994],48,[2996],80,{},"For long-form books, the dominant convention is serif body + sans-serif headings, with the body font usually leading. Reasons cited:",{"_36":125,"_38":3000,"_40":1279,"_42":3001,"_44":3002,"_46":3007,"_48":49},"_YjRQbKf",{"_128":129},[3003],{"_36":1808,"_58":3004,"_61":3005,"_42":3006,"_48":49},[1938],[92],{},"Book design tradition (e.g. Book Design Made Simple)",{"_30":3009,"_34":3023},[3010],{"_30":3011,"_34":3012},[],{"_36":37,"_38":3013,"_40":1279,"_42":3014,"_44":3015,"_46":3022,"_48":49},"VAOys5qY",{},[3016],{"_36":132,"_58":3017,"_61":3019,"_42":3021,"_48":49},[3018],120,[3020],163,{},"A more contemporary technique (e.g. Suisse Serif + Suisse Sans, Source Serif + Source Sans, IBM Plex Serif + Sans) uses serif and sans cuts of the same superfamily. This gives you the hierarchy contrast without any visual mismatch — a pragmatic middle ground that's become common in product UIs and brand systems.",{"_36":125,"_38":3024,"_40":1279,"_42":3025,"_44":3026,"_46":3027,"_48":49},"l6G31SkA",{"_128":129},[],"Recent trend — same-family serif + sans pairings",{"_36":125,"_38":3029,"_40":1279,"_42":3030,"_44":3031,"_46":3032,"_48":49},"mZckErg0",{"_128":129},[],"1. What the typographers say",{"_30":3034,"_34":3112},[3035,3099],{"_30":3036,"_34":3094},[3037,3048,3061,3078],{"_30":3038,"_34":3039},[],{"_36":37,"_38":3040,"_40":1279,"_42":3041,"_44":3042,"_46":3047,"_48":49},"73Vyk1Rv",{},[3043],{"_36":132,"_58":3044,"_61":3045,"_42":3046,"_48":49},[134],[1929],{},"Older \"low-resolution screen\" finding: on early monitors, sans-serif was easier to read at small sizes because hinting/anti-aliasing couldn't render serifs cleanly. This is the origin of the \"use sans on screen, serif in print\" rule of thumb.",{"_30":3049,"_34":3050},[],{"_36":37,"_38":3051,"_40":1279,"_42":3052,"_44":3053,"_46":3060,"_48":49},"0ohd6vlg",{},[3054],{"_36":132,"_58":3055,"_61":3057,"_42":3059,"_48":49},[134,3056],155,[2055,3058],194,{},"Modern high-resolution screens: this advantage has largely disappeared. Multiple studies (Bernard & Mills 2000; Boyarski et al. 1998; Josephson 2008) find no statistically significant difference in reading speed or comprehension between serif and sans-serif body text on screen.",{"_30":3062,"_34":3063},[],{"_36":37,"_38":3064,"_40":1279,"_42":3065,"_44":3066,"_46":3077,"_48":49},"iA3wT69B",{},[3067,3071],{"_36":132,"_58":3068,"_61":3069,"_42":3070,"_48":49},[134],[2247],{},{"_36":1808,"_58":3072,"_61":3074,"_42":3076,"_48":49},[3073],58,[3075],100,{},"Accessibility / low vision: a review of 18 studies in the Journal of Visual Impairment and Blindness concluded sans-serif (Arial, Helvetica, Verdana) is more readable for low-vision readers — a real exception worth noting.",{"_30":3079,"_34":3080},[],{"_36":37,"_38":3081,"_40":1279,"_42":3082,"_44":3083,"_46":3093,"_48":49},"exQ-SxRk",{},[3084,3088],{"_36":132,"_58":3085,"_61":3086,"_42":3087,"_48":49},[134],[2247],{},{"_36":1808,"_58":3089,"_61":3090,"_42":3092,"_48":49},[2586],[3091],47,{},"Preference vs. performance: people often prefer sans-serif on screens but don't actually read faster or comprehend better with it. Preference and performance aren't the same metric.",{"_36":37,"_38":3095,"_40":1279,"_42":3096,"_44":3097,"_46":3098,"_48":49},"EcxVgSol",{"_128":1509},[],"This is where the popular \"serif vs. sans\" debate falls apart. The empirical literature is genuinely mixed:",{"_30":3100,"_34":3101},[],{"_36":37,"_38":3102,"_40":1279,"_42":3103,"_44":3104,"_46":3111,"_48":49},"3PMk1Atb",{},[3105],{"_36":132,"_58":3106,"_61":3108,"_42":3110,"_48":49},[3107],69,[3109],231,{},"The most honest summary, from researchers who've reviewed the field: the serif/sans choice has a much smaller effect on readability than font size, line length, line height, contrast, and the reader's familiarity with the typeface.",{"_36":125,"_38":3113,"_40":1279,"_42":3114,"_44":3115,"_46":3116,"_48":49},"ISmQZHTA",{"_128":129},[],"2. What the reading-science research says",{"_30":3118,"_34":3181},[3119,3174],{"_30":3120,"_34":3165},[3121,3132,3143,3154],{"_30":3122,"_34":3123},[],{"_36":37,"_38":3124,"_40":1279,"_42":3125,"_44":3126,"_46":3131,"_48":49},"6LUN7yhn",{},[3127],{"_36":132,"_58":3128,"_61":3129,"_42":3130,"_48":49},[134],[2746],{},"Hierarchy at a glance. Two distinct font classes signal \"this is a heading, this is body\" before the reader processes any words. Size and weight do this too, but adding a class change makes it unambiguous.",{"_30":3133,"_34":3134},[],{"_36":37,"_38":3135,"_40":1279,"_42":3136,"_44":3137,"_46":3142,"_48":49},"g3MUSfj1",{},[3138],{"_36":132,"_58":3139,"_61":3140,"_42":3141,"_48":49},[134],[1607],{},"Scanning behaviour. On screens especially, readers skim before they commit. Different families help headings act as visual landmarks.",{"_30":3144,"_34":3145},[],{"_36":37,"_38":3146,"_40":1279,"_42":3147,"_44":3148,"_46":3153,"_48":49},"GJ8tXV80",{},[3149],{"_36":132,"_58":3150,"_61":3151,"_42":3152,"_48":49},[134],[1624],{},"Tonal contrast. Serifs read as more traditional/literary; sans as more modern/utilitarian. Pairing them lets the heading and body play complementary tonal roles.",{"_30":3155,"_34":3156},[],{"_36":37,"_38":3157,"_40":1279,"_42":3158,"_44":3159,"_46":3164,"_48":49},"c8KixrS6",{},[3160],{"_36":132,"_58":3161,"_61":3162,"_42":3163,"_48":49},[134],[2055],{},"Display vs. text optimization. Many serifs are designed to shine at body sizes; many sans are designed for display clarity at large sizes. Using each at its sweet spot is just good craft.",{"_36":37,"_38":3166,"_40":1279,"_42":3167,"_44":3168,"_46":3173,"_48":49},"VMtYWArr",{"_128":1706},[3169],{"_36":1808,"_58":3170,"_61":3171,"_42":3172,"_48":49},[756],[2009],{},"Because it solves a different problem than raw legibility:",{"_30":3175,"_34":3176},[],{"_36":37,"_38":3177,"_40":1279,"_42":3178,"_44":3179,"_46":3180,"_48":49},"D65yYQnx",{},[],"None of this requires the pairing to be specifically serif + sans. Two serifs (one display, one text) or a serif/sans superfamily work for the same reasons.",{"_36":125,"_38":3182,"_40":1279,"_42":3183,"_44":3184,"_46":3185,"_48":49},"rTOzJT0e",{"_128":129},[],"3. So why does pairing serif + sans for headings vs. body still feel right?",{"_30":3187,"_34":3278},[3188],{"_30":3189,"_34":3273},[3190,3201,3212,3223,3240,3251,3262],{"_30":3191,"_34":3192},[],{"_36":37,"_38":3193,"_40":1279,"_42":3194,"_44":3195,"_46":3200,"_48":49},"TvWLLzZq",{},[3196],{"_36":132,"_58":3197,"_61":3198,"_42":3199,"_48":49},[134],[85],{},"Default to two identifiably different fonts for heading vs. body when you want clear hierarchy with minimal effort.",{"_30":3202,"_34":3203},[],{"_36":37,"_38":3204,"_40":1279,"_42":3205,"_44":3206,"_46":3211,"_48":49},"Mkwokm7Q",{},[3207],{"_36":132,"_58":3208,"_61":3209,"_42":3210,"_48":49},[134],[1624],{},"Match x-heights between the two — this matters more than the serif/sans distinction. Mismatched x-heights make the page feel disjointed even if the fonts are \"supposed\" to pair.",{"_30":3213,"_34":3214},[],{"_36":37,"_38":3215,"_40":1279,"_42":3216,"_44":3217,"_46":3222,"_48":49},"0I5oAIK1",{},[3218],{"_36":132,"_58":3219,"_61":3220,"_42":3221,"_48":49},[134],[1469],{},"Pick one font to lead (usually body, since there's more of it). The heading font supports the body, not the other way around.",{"_30":3224,"_34":3225},[],{"_36":37,"_38":3226,"_40":1279,"_42":3227,"_44":3228,"_46":3239,"_48":49},"BKqQ6G_-",{},[3229,3233],{"_36":132,"_58":3230,"_61":3231,"_42":3232,"_48":49},[134],[3073],{},{"_36":1808,"_58":3234,"_61":3236,"_42":3238,"_48":49},[3235],128,[3237],133,{},"Contrast through a combination of family, weight, and size — not just family. A bold sans heading over a regular serif body has three layers of contrast working together.",{"_30":3241,"_34":3242},[],{"_36":37,"_38":3243,"_40":1279,"_42":3244,"_44":3245,"_46":3250,"_48":49},"Ox6c_J33",{},[3246],{"_36":132,"_58":3247,"_61":3248,"_42":3249,"_48":49},[134],[2746],{},"Consider a superfamily (Source Serif + Source Sans, IBM Plex Serif + Sans, Inter + a serif companion) when you want pairing safety with minimal risk.",{"_30":3252,"_34":3253},[],{"_36":37,"_38":3254,"_40":1279,"_42":3255,"_44":3256,"_46":3261,"_48":49},"Yt1U3bzy",{},[3257],{"_36":132,"_58":3258,"_61":3259,"_42":3260,"_48":49},[134],[2960],{},"Don't expect the pairing to make body text more readable. Choose the body font for legibility at your target size and line length first; choose the heading font to complement it second.",{"_30":3263,"_34":3264},[],{"_36":37,"_38":3265,"_40":1279,"_42":3266,"_44":3267,"_46":3272,"_48":49},"lC9v-2Hh",{},[3268],{"_36":132,"_58":3269,"_61":3270,"_42":3271,"_48":49},[134],[1626],{},"For screen-first products, body legibility comes from size, line-height, line-length and contrast — not from whether the font has serifs.",{"_36":37,"_38":3274,"_40":1279,"_42":3275,"_44":3276,"_46":3277,"_48":49},"S_6z_mCl",{"_128":1509},[],"For broad use across long-form reading and UI:",{"_36":125,"_38":3279,"_40":1279,"_42":3280,"_44":3281,"_46":3282,"_48":49},"RTJq796o",{"_128":129},[],"4. Practical principles for your work",{"_30":3284,"_34":3419},[3285,3296,3313,3326,3339,3357,3375,3386,3393,3405,3412],{"_30":3286,"_34":3287},[],{"_36":37,"_38":3288,"_40":1279,"_42":3289,"_44":3290,"_46":3295,"_48":49},"gNayHpMb",{},[3291],{"_36":1808,"_58":3292,"_61":3293,"_42":3294,"_48":49},[756],[97],{},"Robert Bringhurst — The Elements of Typographic Style (4th ed., 2012)",{"_30":3297,"_34":3298},[],{"_36":37,"_38":3299,"_40":1279,"_42":3300,"_44":3301,"_46":3312,"_48":49},"l_m7FVQh",{},[3302,3306],{"_36":1808,"_58":3303,"_61":3304,"_42":3305,"_48":49},[756],[2935],{},{"_36":57,"_58":3307,"_61":3309,"_42":3310,"_48":3311},[3308],59,[2451],{},"https://practicaltypography.com/mixing-fonts.html","Matthew Butterick — Practical Typography, \"Mixing fonts\" — https://practicaltypography.com/mixing-fonts.html",{"_30":3314,"_34":3315},[],{"_36":37,"_38":3316,"_40":1279,"_42":3317,"_44":3318,"_46":3325,"_48":49},"uQHnKsTL",{},[3319],{"_36":1808,"_58":3320,"_61":3322,"_42":3324,"_48":49},[3321],13,[3323],46,{},"Jim Felici — The Complete Manual of Typography (general reference on pairing principles)",{"_30":3327,"_34":3328},[],{"_36":37,"_38":3329,"_40":1279,"_42":3330,"_44":3331,"_46":3338,"_48":49},"UIVbVVdN",{},[3332],{"_36":57,"_58":3333,"_61":3334,"_42":3336,"_48":3337},[3107],[3335],148,{},"https://www.smashingmagazine.com/2010/11/best-practices-of-combining-typefaces/","Smashing Magazine — \"Best Practices of Combining Typefaces\" (2010) — https://www.smashingmagazine.com/2010/11/best-practices-of-combining-typefaces/",{"_30":3340,"_34":3341},[],{"_36":37,"_38":3342,"_40":1279,"_42":3343,"_44":3344,"_46":3356,"_48":49},"_SfwSP-o",{},[3345,3349],{"_36":1808,"_58":3346,"_61":3347,"_42":3348,"_48":49},[1822],[3091],{},{"_36":57,"_58":3350,"_61":3352,"_42":3354,"_48":3355},[3351],90,[3353],164,{},"https://www.bookdesignmadesimple.com/combining-serif-and-sans-serif-fonts/","Fiona Raeside-Elliott — Book Design Made Simple, \"Combining serif and sans serif fonts\" — https://www.bookdesignmadesimple.com/combining-serif-and-sans-serif-fonts/",{"_30":3358,"_34":3359},[],{"_36":37,"_38":3360,"_40":1279,"_42":3361,"_44":3362,"_46":3374,"_48":49},"kjFv4JJ_",{},[3363,3367],{"_36":1808,"_58":3364,"_61":3365,"_42":3366,"_48":49},[1820],[1938],{},{"_36":57,"_58":3368,"_61":3370,"_42":3372,"_48":3373},[3369],94,[3371],121,{},"https://www.typetasting.com","Sarah Hyndman — Type Tasting, on serif vs sans serif font psychology and BBC Reith research — https://www.typetasting.com",{"_30":3376,"_34":3377},[],{"_36":37,"_38":3378,"_40":1279,"_42":3379,"_44":3380,"_46":3385,"_48":49},"msPILk96",{},[3381],{"_36":1808,"_58":3382,"_61":3383,"_42":3384,"_48":49},[1469],[3107],{},"Richardson, J.T.E. — The Legibility of Serif and Sans Serif Typefaces (Springer, 2022) — meta-review of the empirical literature",{"_30":3387,"_34":3388},[],{"_36":37,"_38":3389,"_40":1279,"_42":3390,"_44":3391,"_46":3392,"_48":49},"NIQRVxZL",{},[],"Bernard, M., Mills, M. et al. — multiple readability studies (cited widely in HCI literature)",{"_30":3394,"_34":3395},[],{"_36":37,"_38":3396,"_40":1279,"_42":3397,"_44":3398,"_46":3404,"_48":49},"Kd4ugnWF",{},[3399],{"_36":1808,"_58":3400,"_61":3401,"_42":3403,"_48":49},[134],[3402],42,{},"Journal of Visual Impairment and Blindness — review of 18 studies on typeface legibility for low-vision readers",{"_30":3406,"_34":3407},[],{"_36":37,"_38":3408,"_40":1279,"_42":3409,"_44":3410,"_46":3411,"_48":49},"J8fQvgKT",{},[],"Rello, L. & Baeza-Yates, R. — readability research, including dyslexia-focused studies",{"_30":3413,"_34":3414},[],{"_36":37,"_38":3415,"_40":1279,"_42":3416,"_44":3417,"_46":3418,"_48":49},"xZuaU0kz",{},[],"The Readability Group / Bruno Maag — ongoing research on readable type, including the BBC Reith project",{"_36":125,"_38":3420,"_40":1279,"_42":3421,"_44":3422,"_46":3423,"_48":49},"dd6mTAlp",{"_128":1509},[],"5. Key sources",{"_30":3425,"_34":3474},[3426],{"_30":3427,"_34":3469},[3428,3439,3451,3458],{"_30":3429,"_34":3430},[],{"_36":37,"_38":3431,"_40":1279,"_42":3432,"_44":3433,"_46":3438,"_48":49},"LSDlRMsb",{},[3434],{"_36":1808,"_58":3435,"_61":3436,"_42":3437,"_48":49},[3321],[1469],{},"Bringhurst's Elements — the canonical reference, most designers encounter the pairing idea here first",{"_30":3440,"_34":3441},[],{"_36":37,"_38":3442,"_40":1279,"_42":3443,"_44":3444,"_46":3450,"_48":49},"tqWjPZup",{},[3445],{"_36":1808,"_58":3446,"_61":3447,"_42":3449,"_48":49},[1815],[3448],32,{},"Butterick's Practical Typography — free online, widely shared in dev/design circles",{"_30":3452,"_34":3453},[],{"_36":37,"_38":3454,"_40":1279,"_42":3455,"_44":3456,"_46":3457,"_48":49},"ZAFCXs3R",{},[],"Smashing Magazine's typography articles — common reading for web devs",{"_30":3459,"_34":3460},[],{"_36":37,"_38":3461,"_40":1279,"_42":3462,"_44":3463,"_46":3468,"_48":49},"z7S9oGlT",{},[3464],{"_36":1808,"_58":3465,"_61":3466,"_42":3467,"_48":49},[134],[2357],{},"Thinking with Type by Ellen Lupton — another common gateway, very accessible",{"_36":37,"_38":3470,"_40":1279,"_42":3471,"_44":3472,"_46":3473,"_48":49},"21PkxACn",{"_128":1509},[],"Given your background and what you describe, the most likely sources are:",{"_36":125,"_38":3475,"_40":1279,"_42":3476,"_44":3477,"_46":3478,"_48":49},"zfaoWfvQ",{"_128":129},[],"6. Where you might have read this originally",{"_30":3480,"_34":3481},[],{"_36":37,"_38":3482,"_40":1279,"_42":3483,"_44":3484,"_46":3485,"_48":49},"eiqxBzCj",{},[],"If you remember an \"important typographer\" specifically and a longer-form treatment, Bringhurst is the strongest bet. If it was a punchy, web-friendly piece, Butterick.",[158],"/writing/pairing-serif--sans-serif-for-headings-vs-body-does-it-actually-help-reading",{"_180":1295,"_843":1296},{},{"_279":1279,"_283":1293},{"_38":1276,"_291":158,"_159":3492,"_231":1279,"_293":-5,"_294":-5,"_295":-5,"_296":-5,"_290":6},[202,1278],1779253831671,[450,1276,1279,6],"[\"ENTITY\",\"hm://z6Mkvz9TgGtv9zsGsdrksfNk1ajbFancgHREJEz3Y2HsAVdk/writing/pairing-serif--sans-serif-for-headings-vs-body-does-it-actually-help-reading\",\"bafyreiapinnvfd7dqsgphqsgqvjmkvpwcu6os6vek36bjdacm26qq64oia\",true]",{"_305":3497,"_448":3777,"_451":3778},{"_307":3498,"_433":434,"_435":3776,"_437":-5,"_438":134,"_439":134,"_440":134,"_441":-5,"_442":-5,"_443":23,"_444":445,"_446":447},{"_36":25,"_25":3499,"_38":3774},{"_27":3500,"_231":1302,"_232":158,"_233":3768,"_159":3769,"_235":1311,"_237":3770,"_239":3771,"_249":3772,"_279":1312,"_281":3773,"_285":286},[3501,3508,3515,3563,3617,3684,3754],{"_30":3502,"_34":3503},[],{"_36":37,"_38":3504,"_40":1312,"_42":3505,"_44":3506,"_46":3507,"_48":49},"QNdNQY6i",{},[],"Shipping desktop app updates is painful. Every platform has its own installer format, its own update mechanism, and its own quirks. Electron makes this worse by shipping a full Chromium binary with every release — meaning your users download 250+ MB every time you push a fix.",{"_30":3509,"_34":3510},[],{"_36":37,"_38":3511,"_40":1312,"_42":3512,"_44":3513,"_46":3514,"_48":49},"e6Bui52r",{},[],"Velopack promises to fix this. Here's what it actually does, and when it's worth adopting.",{"_30":3516,"_34":3558},[3517,3529,3545],{"_30":3518,"_34":3519},[],{"_36":37,"_38":3520,"_40":1312,"_42":3521,"_44":3522,"_46":3528,"_48":49},"CeeOZYn0",{},[3523],{"_36":57,"_58":3524,"_61":3525,"_42":3526,"_48":3527},[134],[1086],{},"https://velopack.io/","Velopack is a cross-platform installer and auto-update framework. It replaces Squirrel (Windows), Sparkle (macOS), and whatever custom update logic you've duct-taped together for Linux.",{"_30":3530,"_34":3531},[],{"_36":37,"_38":3532,"_40":1312,"_42":3533,"_44":3534,"_46":3544,"_48":49},"-_IUqirn",{},[3535,3539],{"_36":132,"_58":3536,"_61":3537,"_42":3538,"_48":49},[3018],[2881],{},{"_36":57,"_58":3540,"_61":3541,"_42":3542,"_48":3543},[3018],[2881],{},"https://docs.velopack.io/packaging/deltas","The pitch is simple: one tool for packaging, installing, and updating your app on every platform. The killer feature is binary delta updates — instead of downloading the full 260 MB app, users download only what changed. For a typical patch, that's 10-50 MB.",{"_30":3546,"_34":3547},[],{"_36":37,"_38":3548,"_40":1312,"_42":3549,"_44":3550,"_46":3557,"_48":49},"CCv1OCV4",{},[3551],{"_36":1465,"_58":3552,"_61":3554,"_42":3556,"_48":49},[1513,3553],174,[2935,3555],187,{},"It works by packing your app into .nupkg packages (yes, NuGet — it's a .NET tool). When you release a new version alongside an old one, it generates a delta. The client-side UpdateManager checks for updates, downloads the smallest available package (delta or full), and applies it.",{"_36":125,"_38":3559,"_40":1312,"_42":3560,"_44":3561,"_46":3562,"_48":49},"CblbgdjL",{"_128":129},[],"What Velopack Does",{"_30":3564,"_34":3612},[3565,3577,3595],{"_30":3566,"_34":3567},[],{"_36":37,"_38":3568,"_40":1312,"_42":3569,"_44":3570,"_46":3576,"_48":49},"MBWK266J",{},[3571],{"_36":132,"_58":3572,"_61":3573,"_42":3575,"_48":49},[134],[3574],35,{},"Delta updates are genuinely useful. If you ship frequently — daily dev builds, weekly releases — your users will thank you. Smaller downloads, faster installs, less bandwidth.",{"_30":3578,"_34":3579},[],{"_36":37,"_38":3580,"_40":1312,"_42":3581,"_44":3582,"_46":3594,"_48":49},"zV8xnSr0",{},[3583,3587],{"_36":132,"_58":3584,"_61":3585,"_42":3586,"_48":49},[134],[2199],{},{"_36":57,"_58":3588,"_61":3590,"_42":3592,"_48":3593},[3589],134,[3591],145,{},"https://docs.velopack.io/getting-started/javascript","The API is clean. Three calls: check, download, apply. No event-driven spaghetti. No platform-specific branches in your update logic (JS API Docs).",{"_30":3596,"_34":3597},[],{"_36":37,"_38":3598,"_40":1312,"_42":3599,"_44":3600,"_46":3611,"_48":49},"WkKqI8cQ",{},[3601,3605],{"_36":132,"_58":3602,"_61":3603,"_42":3604,"_48":49},[134],[3448],{},{"_36":1465,"_58":3606,"_61":3607,"_42":3610,"_48":49},[1780,3589,3056],[2586,3608,3609],138,159,{},"One packaging step per platform. vpk pack takes your built app directory and produces an installer plus update packages. macOS gets a .pkg, Windows gets a .exe, and both get the delta infrastructure for free.",{"_36":125,"_38":3613,"_40":1312,"_42":3614,"_44":3615,"_46":3616,"_48":49},"4NdW7Zgg",{"_128":129},[],"What's Good",{"_30":3618,"_34":3679},[3619,3635,3657,3668],{"_30":3620,"_34":3621},[],{"_36":37,"_38":3622,"_40":1312,"_42":3623,"_44":3624,"_46":3634,"_48":49},"HG1RP1n8",{},[3625,3629],{"_36":132,"_58":3626,"_61":3627,"_42":3628,"_48":49},[134],[1626],{},{"_36":1465,"_58":3630,"_61":3632,"_42":3633,"_48":49},[2295,3631],78,[1515,1983],{},"It requires the .NET SDK. Your CI pipeline needs dotnet installed just to run vpk. That's an extra 1-2 minutes per build and a dependency you wouldn't otherwise have. For a JavaScript project, this feels heavy.",{"_30":3636,"_34":3637},[],{"_36":37,"_38":3638,"_40":1312,"_42":3639,"_44":3640,"_46":3656,"_48":49},"EiELHqVN",{},[3641,3645,3649],{"_36":132,"_58":3642,"_61":3643,"_42":3644,"_48":49},[134,1820],[1467,2586],{},{"_36":1465,"_58":3646,"_61":3647,"_42":3648,"_48":49},[1467],[1820],{},{"_36":57,"_58":3650,"_61":3652,"_42":3654,"_48":3655},[3651],258,[3653],267,{},"https://docs.velopack.io/getting-started/javascript#:~:text=This%20guide%20assumes%20you%20are%20building%20an%20Electron%20app%20with%20Electron%20Forge%20and%20the%20Webpack%20bundler.%20Since%20Velopack%20contains%20a%20native%20binary%20module%20(.node)%2C%20it%20may%20not%20be%20compatible%20with%20the%20vite%20or%20rollup%20bundlers.%20To%20scaffold%20a%20brand%20new%20project%2C%20you%20can%20use%20the%20official%20electron%20forge%20template%3A","The native .node module fights with Vite. Velopack ships a native binary that Vite's bundler can't handle. You have to externalize it from Rollup and exclude it from asar packaging. It works, but it's the kind of workaround that breaks silently on upgrades (reference).",{"_30":3658,"_34":3659},[],{"_36":37,"_38":3660,"_40":1312,"_42":3661,"_44":3662,"_46":3667,"_48":49},"6EXVwffM",{},[3663],{"_36":132,"_58":3664,"_61":3665,"_42":3666,"_48":49},[134],[756],{},"Linux is on its own. Velopack supports Linux in theory, but the ecosystem is fragmented enough (DEB, RPM, AppImage, Flatpak) that you'll likely keep your existing Linux pipeline anyway. So you end up with a hybrid: Velopack for Windows and macOS, something else for Linux. That's not simpler — it's two systems instead of one.",{"_30":3669,"_34":3670},[],{"_36":37,"_38":3671,"_40":1312,"_42":3672,"_44":3673,"_46":3678,"_48":49},"NAN_Lgp9",{},[3674],{"_36":132,"_58":3675,"_61":3676,"_42":3677,"_48":49},[134],[3321],{},"It's pre-1.0. The project is active and well-maintained, but APIs can still change. The JS/Electron bindings are newer than the .NET core, and some documented methods don't exist in the actual package. You'll be reading source code, not docs.",{"_36":125,"_38":3680,"_40":1312,"_42":3681,"_44":3682,"_46":3683,"_48":49},"Ku5pWv0y",{"_128":129},[],"What's Not that Good",{"_30":3685,"_34":3749},[3686,3714,3742],{"_30":3687,"_34":3709},[3688,3695,3702],{"_30":3689,"_34":3690},[],{"_36":37,"_38":3691,"_40":1312,"_42":3692,"_44":3693,"_46":3694,"_48":49},"0D3CoAgI",{},[],"Your users are on slow or metered connections and complain about update sizes",{"_30":3696,"_34":3697},[],{"_36":37,"_38":3698,"_40":1312,"_42":3699,"_44":3700,"_46":3701,"_48":49},"aOTnQ21A",{},[],"You ship multiple times per day and want fast, incremental updates",{"_30":3703,"_34":3704},[],{"_36":37,"_38":3705,"_40":1312,"_42":3706,"_44":3707,"_46":3708,"_48":49},"CjjmM37l",{},[],"You're starting a new Electron project and can build around it from day one",{"_36":37,"_38":3710,"_40":1312,"_42":3711,"_44":3712,"_46":3713,"_48":49},"a5aq5oxY",{"_128":1509},[],"Velopack makes sense if:",{"_30":3715,"_34":3737},[3716,3723,3730],{"_30":3717,"_34":3718},[],{"_36":37,"_38":3719,"_40":1312,"_42":3720,"_44":3721,"_46":3722,"_48":49},"Z1a27JN-",{},[],"Your current update pipeline works and users aren't complaining",{"_30":3724,"_34":3725},[],{"_36":37,"_38":3726,"_40":1312,"_42":3727,"_44":3728,"_46":3729,"_48":49},"KS1CjoBo",{},[],"You only ship weekly or less frequently",{"_30":3731,"_34":3732},[],{"_36":37,"_38":3733,"_40":1312,"_42":3734,"_44":3735,"_46":3736,"_48":49},"sHYNO-rq",{},[],"You'd be adding it to an existing project with its own update infrastructure",{"_36":37,"_38":3738,"_40":1312,"_42":3739,"_44":3740,"_46":3741,"_48":49},"7re9qdZb",{"_128":1509},[],"It's harder to justify if:",{"_30":3743,"_34":3744},[],{"_36":37,"_38":3745,"_40":1312,"_42":3746,"_44":3747,"_46":3748,"_48":49},"q0HaLLGp",{},[],"The delta updates are the real value. 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published on my website: 21.02.2021 — english, life, thoughts, bullet-journal, productivity — 4 min read",{"_30":4930,"_34":4987},[4931,4938,4945,4952,4959,4966,4973,4980],{"_30":4932,"_34":4933},[],{"_36":37,"_38":4934,"_40":1379,"_42":4935,"_44":4936,"_46":4937,"_48":49},"h_mEN66R",{},[],"create a week log",{"_30":4939,"_34":4940},[],{"_36":37,"_38":4941,"_40":1379,"_42":4942,"_44":4943,"_46":4944,"_48":49},"JQ5tMvCh",{},[],"review current month activity page",{"_30":4946,"_34":4947},[],{"_36":37,"_38":4948,"_40":1379,"_42":4949,"_44":4950,"_46":4951,"_48":49},"cwm6Pqg6",{},[],"review last week missed tasks and add them to the next one if relevant",{"_30":4953,"_34":4954},[],{"_36":37,"_38":4955,"_40":1379,"_42":4956,"_44":4957,"_46":4958,"_48":49},"TzMcHAXS",{},[],"review my digital calendars and shared calendars",{"_30":4960,"_34":4961},[],{"_36":37,"_38":4962,"_40":1379,"_42":4963,"_44":4964,"_46":4965,"_48":49},"cx9wdZvj",{},[],"review family's calendar (activities I'm involved)",{"_30":4967,"_34":4968},[],{"_36":37,"_38":4969,"_40":1379,"_42":4970,"_44":4971,"_46":4972,"_48":49},"4RTN57Ek",{},[],"make simple tasks I missed from past week (send emails, paperwork or similar)",{"_30":4974,"_34":4975},[],{"_36":37,"_38":4976,"_40":1379,"_42":4977,"_44":4978,"_46":4979,"_48":49},"MHfmQuk5",{},[],"ask my wife if there's things missing in our digital family calendar for next week (better double check!)",{"_30":4981,"_34":4982},[],{"_36":37,"_38":4983,"_40":1379,"_42":4984,"_44":4985,"_46":4986,"_48":49},"Vy72Qnog",{},[],"read something and go to bed ;)",{"_36":125,"_38":4988,"_40":1389,"_42":4989,"_44":4990,"_46":4995,"_48":49},"_Y3g7Oe5",{"_128":1509},[4991],{"_36":132,"_58":4992,"_61":4993,"_42":4994,"_48":49},[134],[136],{},"TLDR;",{"_30":4997,"_34":4998},[],{"_36":37,"_38":4999,"_40":1379,"_42":5000,"_44":5001,"_46":5008,"_48":49},"BXduoVvd",{},[5002],{"_36":57,"_58":5003,"_61":5004,"_42":5006,"_48":5007},[111],[5005],85,{},"https://bulletjournal.com/","I have a routine every sunday night to organize my whole week using my Bullet Journal.",{"_30":5010,"_34":5011},[],{"_36":1475,"_38":5012,"_40":1379,"_42":5013,"_44":5014,"_46":49,"_48":5015},"1gx9xwpy",{},[],"https://x.com/hhg2288/status/1363599084163072002",{"_30":5017,"_34":5018},[],{"_36":37,"_38":5019,"_40":1379,"_42":5020,"_44":5021,"_46":5022,"_48":49},"zITAYMK_",{},[],"I'm not particurally the most organized person, but maybe my whole process can help others get some ideas on how to organize their daily tasks using non-digital tools. But before getting into the details, let's respond some common questions:",{"_30":5024,"_34":5025},[],{"_36":125,"_38":5026,"_40":1379,"_42":5027,"_44":5028,"_46":5033,"_48":49},"mLZmEg8D",{},[5029],{"_36":132,"_58":5030,"_61":5031,"_42":5032,"_48":49},[134],[1820],{},"Why not digital?",{"_30":5035,"_34":5036},[],{"_36":37,"_38":5037,"_40":1379,"_42":5038,"_44":5039,"_46":5040,"_48":49},"z32ddGgC",{},[],"Good question.",{"_30":5042,"_34":5043},[],{"_36":37,"_38":5044,"_40":1379,"_42":5045,"_44":5046,"_46":5047,"_48":49},"raY3ibh4",{},[],"For me writing by hand helps me connect and remember more things. Sometines where I wrote something and/or the context were I was while writing is the missing link between my silly brain and the thoughts I had. Every brain works in different ways, mine seems to work better when I combine ideas/thoughts with spacial environments and activities.",{"_30":5049,"_34":5050},[],{"_36":37,"_38":5051,"_40":1379,"_42":5052,"_44":5053,"_46":5054,"_48":49},"HkOiCmiu",{},[],"Another thing that helps me write things by hand, is to release that concept/idea from my head, and free my brain from trying to keep it somewhere. I know that if I wrote it in my BuJo, I'm not forgetting it. I think this is more a feature of having an external process than not doing it digitally 🤷🏼‍♂️.",{"_30":5056,"_34":5102},[5057,5064,5077,5095],{"_30":5058,"_34":5059},[],{"_36":37,"_38":5060,"_40":1379,"_42":5061,"_44":5062,"_46":5063,"_48":49},"LbWP6znR",{},[],"I honestly don't know.",{"_30":5065,"_34":5066},[],{"_36":37,"_38":5067,"_40":1379,"_42":5068,"_44":5069,"_46":5076,"_48":49},"6O2UeKL1",{},[5070],{"_36":132,"_58":5071,"_61":5073,"_42":5075,"_48":49},[5072],269,[5074],365,{},"I've tried a bunch of techniques and processes, but maybe I kept using Bullet Journal because it's very simple and customizable, and I was doing it with my wife too (both separate BuJos). I think the results of using BuJo by yourself are very clear from the start, but syncing activities with someone else makes the experience much more exciting and adictive for us. We were like a f****ng swiss watch!.",{"_30":5078,"_34":5090},[5079],{"_30":5080,"_34":5081},[],{"_36":37,"_38":5082,"_40":1379,"_42":5083,"_44":5084,"_46":5089,"_48":49},"g-su9wP4",{},[5085],{"_36":1808,"_58":5086,"_61":5087,"_42":5088,"_48":49},[134],[113],{},"Making this syncing activity a habit made a huge difference in our daily lives.",{"_36":37,"_38":5091,"_40":1389,"_42":5092,"_44":5093,"_46":5094,"_48":49},"qJresgl6",{"_128":2907},[],"Really the only thing that made the experience much better was to sync our calendars every week, every sunday. It was a habit for us, to the point that if we missed it, that week both felt lost and something wrong happened.",{"_30":5096,"_34":5097},[],{"_36":37,"_38":5098,"_40":1379,"_42":5099,"_44":5100,"_46":5101,"_48":49},"COw_UIz5",{},[],"I've been using BuJos for about 4-5 years, I have stopped and started many times, and always feel that need to use it every day, a feeling that I have never had with a digital tool or anything like that. I don't go anywhere without it (except for saturdays which is our family day)",{"_36":125,"_38":5103,"_40":1389,"_42":5104,"_44":5105,"_46":5110,"_48":49},"82Xas-2Z",{"_128":129},[5106],{"_36":132,"_58":5107,"_61":5108,"_42":5109,"_48":49},[134],[1607],{},"Why Bullet Journal?",{"_30":5112,"_34":5228},[5113,5121,5219],{"_30":5114,"_34":5115},[],{"_36":3888,"_38":5116,"_40":1379,"_42":5117,"_44":5118,"_46":5119,"_48":5120},"IGgXC5ro",{},[],"an example of a month on my bullet journal","ipfs://bafybeiemwxfsvqadgy7wjdhxyvijougilqmjwxhboqwp3o7ks6xk4phbfe",{"_30":5122,"_34":5214},[5123,5140,5158,5169,5180,5191,5202],{"_30":5124,"_34":5125},[],{"_36":37,"_38":5126,"_40":1379,"_42":5127,"_44":5128,"_46":5139,"_48":49},"BBei2wQ0",{},[5129,5133],{"_36":132,"_58":5130,"_61":5131,"_42":5132,"_48":49},[134],[2357],{},{"_36":57,"_58":5134,"_61":5136,"_42":5137,"_48":5138},[5135],124,[2449],{},"https://www.pinterest.es/search/pins/?rs=ac&len=2&q=weekly%20planner%20bullet%20journal&eq=Weekly%20planner%20Bullet%20Journal&etslf=2660&term_meta%5B%5D=weekly%7Cautocomplete%7C0&term_meta%5B%5D=planner%7Cautocomplete%7C0&term_meta%5B%5D=bullet%7Cautocomplete%7C0&term_meta%5B%5D=journal%7Cautocomplete%7C0","create a week grid: as simple as the picture in the tweet above. there are millions of ideas in Pinterest if you search for Weekly planner Bullet Journal",{"_30":5141,"_34":5142},[],{"_36":37,"_38":5143,"_40":1379,"_42":5144,"_44":5145,"_46":5157,"_48":49},"ByG4cZkK",{},[5146,5150],{"_36":132,"_58":5147,"_61":5148,"_42":5149,"_48":49},[134],[1513],{},{"_36":57,"_58":5151,"_61":5153,"_42":5155,"_48":5156},[5152],169,[5154],173,{},"https://bulletjournal.com/pages/learn","Review current month activity page: I check all the monthly activities I added before and bring them to next week. (learn more the monthly log and all the BuJo's pieces here)",{"_30":5159,"_34":5160},[],{"_36":37,"_38":5161,"_40":1379,"_42":5162,"_44":5163,"_46":5168,"_48":49},"DnDc4iTv",{},[5164],{"_36":132,"_58":5165,"_61":5166,"_42":5167,"_48":49},[134],[2009],{},"Review last week missed tasks: ...and add them to the next one if relevant.",{"_30":5170,"_34":5171},[],{"_36":37,"_38":5172,"_40":1379,"_42":5173,"_44":5174,"_46":5179,"_48":49},"1ogA3oju",{},[5175],{"_36":132,"_58":5176,"_61":5177,"_42":5178,"_48":49},[134],[90],{},"Review digital calendars and shared calendars: those are mostly business meetings and other social online activities.",{"_30":5181,"_34":5182},[],{"_36":37,"_38":5183,"_40":1379,"_42":5184,"_44":5185,"_46":5190,"_48":49},"R_mhrhlW",{},[5186],{"_36":132,"_58":5187,"_61":5188,"_42":5189,"_48":49},[134,2247],[1822,3448],{},"Review family's calendar: A MUST if you don't want to miss family-points foolishly.",{"_30":5192,"_34":5193},[],{"_36":37,"_38":5194,"_40":1379,"_42":5195,"_44":5196,"_46":5201,"_48":49},"SwtUbjK7",{},[5197],{"_36":132,"_58":5198,"_61":5199,"_42":5200,"_48":49},[134],[2586],{},"make simple tasks I missed from past week: little stuff like send emails, paperwork or similar that are pointless to move them forward to next week.",{"_30":5203,"_34":5204},[],{"_36":37,"_38":5205,"_40":1379,"_42":5206,"_44":5207,"_46":5213,"_48":49},"9xlaZtiT",{},[5208],{"_36":132,"_58":5209,"_61":5210,"_42":5212,"_48":49},[134],[5211],82,{},"Ask my wife if there's things missing in our digital family calendar for next week: another must if you care about your family-points.",{"_36":37,"_38":5215,"_40":1389,"_42":5216,"_44":5217,"_46":5218,"_48":49},"eacap8Bu",{"_128":1706},[],"This is what I do. By no means I want you to think this is the best and only way to do it. Read it, take ideas and create your own processes:",{"_30":5220,"_34":5221},[],{"_36":3888,"_38":5222,"_40":1379,"_42":5223,"_44":5225,"_46":5226,"_48":5227},"_Y0PUAK6",{"_4443":5224},748,[],"an example of a day on my bullet journal","ipfs://bafybeicoqh265vdjfuudq2wnbqq57ip6krwp46hoqitslww644c2bimihq",{"_36":125,"_38":5229,"_40":1389,"_42":5230,"_44":5231,"_46":5236,"_48":49},"RW6sQRMK",{"_128":129},[5232],{"_36":132,"_58":5233,"_61":5234,"_42":5235,"_48":49},[134],[1467],{},"The process",{"_30":5238,"_34":5273},[5239,5246],{"_30":5240,"_34":5241},[],{"_36":37,"_38":5242,"_40":1379,"_42":5243,"_44":5244,"_46":5245,"_48":49},"zH9Fyuzo",{},[],"I'm sure you already know this. IMHO this is the hardest part of anything meaningful you want to accomplish. Believe me, I have countless of examples about projects and things I started that are not finished.",{"_30":5247,"_34":5268},[5248,5261],{"_30":5249,"_34":5250},[],{"_36":37,"_38":5251,"_40":1379,"_42":5252,"_44":5253,"_46":5260,"_48":49},"2Jgf5iAq",{},[5254],{"_36":132,"_58":5255,"_61":5257,"_42":5259,"_48":49},[5256],96,[5258],107,{},"You do You. your process is yours and nobody else. if you need 10x to do something than others, THAT'S FINE.",{"_30":5262,"_34":5263},[],{"_36":37,"_38":5264,"_40":1379,"_42":5265,"_44":5266,"_46":5267,"_48":49},"5Sdpi4Ud",{},[],"Break tasks as small as you need them. is better to accomplish small things in a consisten way than bigger things not-so-consistent, with a huge effort and energy.",{"_36":37,"_38":5269,"_40":1389,"_42":5270,"_44":5271,"_46":5272,"_48":49},"b-vkMH_5",{"_128":1509},[],"What helps me to avoid feeling super bad about it is this:",{"_36":125,"_38":5274,"_40":1389,"_42":5275,"_44":5276,"_46":5281,"_48":49},"p5fr9Rbv",{"_128":129},[5277],{"_36":132,"_58":5278,"_61":5279,"_42":5280,"_48":49},[134],[63],{},"Consistency is the real key",{"_30":5283,"_34":5335},[5284,5291,5298,5309,5316],{"_30":5285,"_34":5286},[],{"_36":37,"_38":5287,"_40":1379,"_42":5288,"_44":5289,"_46":5290,"_48":49},"QCRd15eB",{},[],"find what helps your brain make connections and trails to what you need to accomplish, it could be writing by hand like me or something else.",{"_30":5292,"_34":5293},[],{"_36":37,"_38":5294,"_40":1379,"_42":5295,"_44":5296,"_46":5297,"_48":49},"NDZxnGZm",{},[],"Have no more than two places where you write things down. Havimg more places could make things worse.",{"_30":5299,"_34":5300},[],{"_36":37,"_38":5301,"_40":1379,"_42":5302,"_44":5303,"_46":5308,"_48":49},"DPxoEjXO",{},[5304],{"_36":132,"_58":5305,"_61":5306,"_42":5307,"_48":49},[134],[3321],{},"BE CONSISTENT. Unfortunately, there's no shortcuts for this one.",{"_30":5310,"_34":5311},[],{"_36":37,"_38":5312,"_40":1379,"_42":5313,"_44":5314,"_46":5315,"_48":49},"DKTOK35A",{},[],"If possible, involve family or someone close in the process. (I'm trying to convince my wife to go back and sync both our journals as we used to do a year back)",{"_30":5317,"_34":5318},[],{"_36":37,"_38":5319,"_40":1379,"_42":5320,"_44":5321,"_46":5334,"_48":49},"EEXST7Lz",{},[5322,5327],{"_36":57,"_58":5323,"_61":5324,"_42":5325,"_48":5326},[68],[3574],{},"https://foambubble.github.io/foam/",{"_36":57,"_58":5328,"_61":5330,"_42":5332,"_48":5333},[5329],217,[5331],221,{},"https://horacioh.github.io/braindump/","apart from my BuJo, I also use Foam, which is a digital tool yes, but I use it for other things like an inbox for everything I find on the internet, learning materials, content notes and other things. you can find it here if you are curious. I'm still figuring out how Foam fits for me tho...",{"_36":125,"_38":5336,"_40":1389,"_42":5337,"_44":5338,"_46":5343,"_48":49},"kzpnU1_M",{"_128":1509},[5339],{"_36":132,"_58":5340,"_61":5341,"_42":5342,"_48":49},[134],[1607],{},"Conclusions & ideas",{"_30":5345,"_34":5367},[5346,5353,5360],{"_30":5347,"_34":5348},[],{"_36":37,"_38":5349,"_40":1379,"_42":5350,"_44":5351,"_46":5352,"_48":49},"b8gELqx2",{},[],"thanks for reading!, I'm curious about your process: What do you do? how often do you organize your work tasks? personal tasks? Have you tried something similar?",{"_30":5354,"_34":5355},[],{"_36":37,"_38":5356,"_40":1379,"_42":5357,"_44":5358,"_46":5359,"_48":49},"G9CAtYqQ",{},[],"If you read until here, please send me a tweet with this emoji -> 🌱. and if you can, please let me know what was thing that like you the most about it and how are you planning on applying it on your daily life!",{"_30":5361,"_34":5362},[],{"_36":37,"_38":5363,"_40":1379,"_42":5364,"_44":5365,"_46":5366,"_48":49},"geoNsysv",{},[],"Thanks and Happy start of the week! 💪🏼",{"_36":125,"_38":5368,"_40":1389,"_42":5369,"_44":5370,"_46":5375,"_48":49},"c73oZkP6",{"_128":129},[5371],{"_36":132,"_58":5372,"_61":5373,"_42":5374,"_48":49},[134],[756],{},"What's your process?",[158],"/writing/how-i-organize-my-week-on-sundays","2025-01-07T14:24:06.463Z",{"_180":1402,"_245":1403},{},{"_279":1389,"_283":1400},{"_38":1376,"_291":158,"_159":5383,"_231":1379,"_293":-5,"_294":-5,"_295":-5,"_296":-5,"_290":6},[202,1378],1779253831645,[450,1376,1379,6],"[\"ENTITY\",\"hm://z6Mkvz9TgGtv9zsGsdrksfNk1ajbFancgHREJEz3Y2HsAVdk/writing/how-i-organize-my-week-on-sundays\",\"bafy2bzaceazhari7lblkj5gnicrvjwai22notnecm5b6ufdnkskf73z5f77rg\",true]","ssrContentHTML","

Hi! 👋

I'm Horacio Herrera, Designer & Developer consultant from Panama🇵🇦 living in Barcelona. I help companies develop digital products that users want.

Currently I'm building Seed, a system that marries cryptographic signatures with a promise from the past: a publishing platform with fine-grained linking and embedding capabilities. By coupling decentralized technology with content distribution, Seed Hypermedia allows creators and moderators to collaborate while retaining authorship rights and offer their audiences and communities the interactivity of social media in an environment they curate and control.

You can find me in the internets on twitter, twitch, youtube, github & dribbble. You can also send me an email if you prefer.

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