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<title>TutorHero: GitHub trends, people and trust</title><link>https://tutorhero.me/everything/</link><description>The Everything Index, People, Pulse and Trust check, updated daily.</description><language>en</language><lastBuildDate>Tue, 20 Oct 2026 20:36:31 GMT</lastBuildDate><atom:link href="https://tutorhero.me/rss.xml" rel="self" type="application/rss+xml"/>
<item><title>The Everything Index</title><link>https://tutorhero.me/everything/</link><guid isPermaLink="false">https://tutorhero.me/everything/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>TutorHero's Everything Index (https://tutorhero.me/everything/) charts 151 GitHub topics in 23 megatrends on one timeline, monthly from January 2019 to September 2026, as a share of all new public GitHub repos. Hottest megatrends now, with their builders share against a year ago: Agent skills and rules (109x), AI agents (10x), Coding agents (14x), Video and animation (11x). Every line has a 12-month forecast and a range to 2032 built from what past GitHub lines in the same state actually did next (2,555 cases); carrying recent growth forward lost to a flat guess on those cases. Phases today: 49 emerging, 16 cooling, 5 peaking, 35 growing, 8 steady, 26 accelerating, 9 faded, 3 reviving. Hacker News stories and English Wikipedia views sit next to the builders line, so talk and building can be compared. Each trend has its own page with the chart, hover numbers, people building it and what it means for students, founders, investors and users. Not investment advice.</description></item>
<item><title>People</title><link>https://tutorhero.me/people/</link><guid isPermaLink="false">https://tutorhero.me/people/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>TutorHero People (https://tutorhero.me/people/) follows 2.2k GitHub builders and organisations behind the fastest growing repos, grouped into 23 topics, with star growth, shipping activity and X posts per person. Each profile shows best work, the trends the person builds in, who vouches for them, similar builders and a timeline. A people map places every account by topic so you can see who works with whom. People are added from topic seeds, top contributors and accounts that peers follow, then checked by the trust check before they reach top lists. No contact details are collected or shown; profiles link to public GitHub and X activity only. Profiles put numbers first, then best work, the trends a person builds in and vouches, in the order students, founders, investors and developers rated most useful. Updated daily, free to read. Companion pages: Pulse (https://tutorhero.me/people/pulse/) and Trust check (https://tutorhero.me/people/trust/).</description></item>
<item><title>Pulse</title><link>https://tutorhero.me/people/pulse/</link><guid isPermaLink="false">https://tutorhero.me/people/pulse/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>TutorHero Pulse (https://tutorhero.me/people/pulse/) measures where GitHub attention and building are moving across 23 topics, over 7, 14, 30 and 90 days and 12 months, updated daily (last day 2026-10-19). Attention is new stars on the topic's repos; building is new public repos with the topic tag, compared with the whole field so GitHub's overall growth does not count as a trend. Topics to hop on now: MCP servers, Image generation, Learning and lists, Coding agents. For each topic Pulse shows a velocity board, a weekly heatmap, a quadrant of attention against building and the 80/20 concentration of stars, so you can see whether a few repos or many are growing. Repos held by the trust check (sudden star waves, same-owner bursts) are left out of the top lists. Jev, a decision model, ranks what to do per role: builder, investor, participant and user. Free to read, no sign-up.</description></item>
<item><title>Trust check</title><link>https://tutorhero.me/people/trust/</link><guid isPermaLink="false">https://tutorhero.me/people/trust/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>TutorHero Trust check (https://tutorhero.me/people/trust/) scores 4.7k GitHub repos on whether their stars and contributors look organic, using 735 trusted builders as the reference group. Today: 1.1k vouched by trusted builders, 2.2k organic, 104 to check first, 240 unclear, 1.1k too new to tell and 1 red. A label is a reason to look closer, never a verdict on a person. Signals include who starred a repo, sudden star waves, same-owner bursts and dormant accounts waking at once. Unclear cases are reviewed by free lanes, and anything under 80% confidence stays unclear. Look up any repo before you build on it, cite it or invest time in it. The check runs on every indexed repo, including sudden star waves, dormant accounts waking at once and same-owner bursts, and held repos are left out of the People, Pulse and Everything top lists. Updated daily with the People index.</description></item>
<item><title>Agent skills: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/agent-skills/</link><guid isPermaLink="false">https://tutorhero.me/everything/agent-skills/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Agent skills is emerging on GitHub: 6.35 of every 10,000 new public repos carried it over the last three months, about 6.1k new repos a month, 139x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 9.0k new repos carried it, +1% against the typical tag. On Hacker News, about 19 stories a month carry it in the title (n/a share of HN in a year). It sits in the Agent skills and rules megatrend. New stars on its tracked repos: 102k a month (+564% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Codex: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/codex/</link><guid isPermaLink="false">https://tutorhero.me/everything/codex/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Codex is emerging on GitHub: 7.49 of every 10,000 new public repos carried it over the last three months, about 7.1k new repos a month, 50x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 9.3k new repos carried it, +1% against the typical tag. On Hacker News, about 117 stories a month carry it in the title (+464% share of HN in a year). Its Wikipedia article gets about 1.2k views a month by people (-76% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Coding agents megatrend. Not investment advice.</description></item>
<item><title>Agent skills and rules: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/skills/</link><guid isPermaLink="false">https://tutorhero.me/everything/skills/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Agent skills and rules is emerging on GitHub: 8.04 of every 10,000 new public repos carried it over the last three months, about 7.7k new repos a month, 109x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 12.1k new repos carried it, +11% against the typical tag. On Hacker News, about 21 stories a month carry it in the title (+5033% share of HN in a year). Compared with the typical trend it is talked about more than built. New stars on its tracked repos: 43.9k a month (+613% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Local-first: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/local-first/</link><guid isPermaLink="false">https://tutorhero.me/everything/local-first/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Local-first is emerging on GitHub: 4.91 of every 10,000 new public repos carried it over the last three months, about 4.6k new repos a month, 40x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 5.1k new repos carried it, -16% against the typical tag. On Hacker News, about 47 stories a month carry it in the title (+196% share of HN in a year). Its Wikipedia article gets about 644 views a month by people (n/a share in a year). Compared with the typical trend it is built more than talked about. It sits in the Self-hosted apps megatrend. Not investment advice.</description></item>
<item><title>AI agents: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/ai-agents/</link><guid isPermaLink="false">https://tutorhero.me/everything/ai-agents/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), AI agents is emerging on GitHub: 18.2 of every 10,000 new public repos carried it over the last three months, about 17.3k new repos a month, 13x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 23.6k new repos carried it, +1% against the typical tag. On Hacker News, about 256 stories a month carry it in the title (+155% share of HN in a year). Its Wikipedia article gets about 24.2k views a month by people (+3144% share in a year). Compared with the typical trend it is talk and building in step. It sits in the AI agents megatrend. Not investment advice.</description></item>
<item><title>AI agents: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/agents/</link><guid isPermaLink="false">https://tutorhero.me/everything/agents/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), AI agents is emerging on GitHub: 27.3 of every 10,000 new public repos carried it over the last three months, about 26.0k new repos a month, 10x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+108%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 33.6k new repos carried it, -4% against the typical tag. On Hacker News, about 550 stories a month carry it in the title (+142% share of HN in a year). Its Wikipedia article gets about 24.2k views a month by people (+3144% share in a year). Compared with the typical trend it is talk and building in step. New stars on its tracked repos: 124k a month (+32% share in a year). Not investment advice.</description></item>
<item><title>Claude skills: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/claude-skills/</link><guid isPermaLink="false">https://tutorhero.me/everything/claude-skills/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Claude skills is emerging on GitHub: 1.64 of every 10,000 new public repos carried it over the last three months, about 1.6k new repos a month, 126x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 3.0k new repos carried it, +54% against the typical tag. On Hacker News, about 2 stories a month carry it in the title (n/a share of HN in a year). It sits in the Agent skills and rules megatrend. New stars on its tracked repos: 53.0k a month (+635% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Claude Code: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/claude-code/</link><guid isPermaLink="false">https://tutorhero.me/everything/claude-code/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Claude Code is emerging on GitHub: 13.0 of every 10,000 new public repos carried it over the last three months, about 12.4k new repos a month, 18x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 21.2k new repos carried it, +36% against the typical tag. On Hacker News, about 178 stories a month carry it in the title (+6% share of HN in a year). Compared with the typical trend it is built more than talked about. It sits in the Coding agents megatrend. New stars on its tracked repos: 190k a month (+499% share in a year). Not investment advice.</description></item>
<item><title>Prompt injection: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/prompt-injection/</link><guid isPermaLink="false">https://tutorhero.me/everything/prompt-injection/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Prompt injection is emerging on GitHub: 0.89 of every 10,000 new public repos carried it over the last three months, about 842 new repos a month, 17x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 1.0k new repos carried it, -3% against the typical tag. On Hacker News, about 15 stories a month carry it in the title (+9% share of HN in a year). Its Wikipedia article gets about 6.3k views a month by people (+24% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Security megatrend. Not investment advice.</description></item>
<item><title>Developer tools: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/developer-tools/</link><guid isPermaLink="false">https://tutorhero.me/everything/developer-tools/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Developer tools is emerging on GitHub: 10.6 of every 10,000 new public repos carried it over the last three months, about 10.0k new repos a month, 10x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+107%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 14.1k new repos carried it, +10% against the typical tag. On Hacker News, about 3 stories a month carry it in the title (-48% share of HN in a year). It sits in the Developer tools megatrend. New stars on its tracked repos: 82.8k a month (+293% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>DeepSeek: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/deepseek/</link><guid isPermaLink="false">https://tutorhero.me/everything/deepseek/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), DeepSeek is emerging on GitHub: 2.47 of every 10,000 new public repos carried it over the last three months, about 2.3k new repos a month, 17x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 2.4k new repos carried it, -12% against the typical tag. On Hacker News, about 69 stories a month carry it in the title (+107% share of HN in a year). Its Wikipedia article gets about 69.2k views a month by people (-33% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Models and research megatrend. Not investment advice.</description></item>
<item><title>Coding agents: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/coding/</link><guid isPermaLink="false">https://tutorhero.me/everything/coding/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Coding agents is emerging on GitHub: 14.9 of every 10,000 new public repos carried it over the last three months, about 14.1k new repos a month, 14x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 23.6k new repos carried it, +31% against the typical tag. On Hacker News, about 271 stories a month carry it in the title (+1% share of HN in a year). Its Wikipedia article gets about 42.9k views a month by people (-49% share in a year). Compared with the typical trend it is built more than talked about. New stars on its tracked repos: 85.9k a month (+92% share in a year). Not investment advice.</description></item>
<item><title>AI agent: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/ai-agent/</link><guid isPermaLink="false">https://tutorhero.me/everything/ai-agent/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), AI agent is emerging on GitHub: 5.48 of every 10,000 new public repos carried it over the last three months, about 5.3k new repos a month, 13x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 7.1k new repos carried it, +12% against the typical tag. On Hacker News, about 141 stories a month carry it in the title (+218% share of HN in a year). Compared with the typical trend it is talk and building in step. It sits in the AI agents megatrend. New stars on its tracked repos: 52.2k a month (+309% share in a year). Not investment advice.</description></item>
<item><title>Remotion: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/remotion/</link><guid isPermaLink="false">https://tutorhero.me/everything/remotion/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Remotion is emerging on GitHub: 0.19 of every 10,000 new public repos carried it over the last three months, about 184 new repos a month, 26x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 351 new repos carried it, +42% against the typical tag. On Hacker News, about 0 stories a month carry it in the title (-100% share of HN in a year). It sits in the Video and animation megatrend. New stars on its tracked repos: 5.5k a month (+1402% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Agent memory: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/agent-memory/</link><guid isPermaLink="false">https://tutorhero.me/everything/agent-memory/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Agent memory is emerging on GitHub: 0.76 of every 10,000 new public repos carried it over the last three months, about 720 new repos a month, 39x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 924 new repos carried it, -1% against the typical tag. On Hacker News, about 16 stories a month carry it in the title (+680% share of HN in a year). Compared with the typical trend it is talk and building in step. It sits in the AI agents megatrend. New stars on its tracked repos: 15.1k a month (+669% share in a year). Not investment advice.</description></item>
<item><title>llama.cpp: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/llama-cpp/</link><guid isPermaLink="false">https://tutorhero.me/everything/llama-cpp/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), llama.cpp is emerging on GitHub: 0.68 of every 10,000 new public repos carried it over the last three months, about 662 new repos a month, 17x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 1.2k new repos carried it, +23% against the typical tag. On Hacker News, about 9 stories a month carry it in the title (+106% share of HN in a year). Its Wikipedia article gets about 10.1k views a month by people (+114% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Local LLMs and inference megatrend. Not investment advice.</description></item>
<item><title>Coding agents: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/coding-agent/</link><guid isPermaLink="false">https://tutorhero.me/everything/coding-agent/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Coding agents is emerging on GitHub: 1.23 of every 10,000 new public repos carried it over the last three months, about 1.2k new repos a month, 37x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 1.3k new repos carried it, -14% against the typical tag. On Hacker News, about 69 stories a month carry it in the title (+190% share of HN in a year). Compared with the typical trend it is built more than talked about. It sits in the Coding agents megatrend. New stars on its tracked repos: 13.7k a month (+69% share in a year). Not investment advice.</description></item>
<item><title>LLM evaluation: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/llm-evaluation/</link><guid isPermaLink="false">https://tutorhero.me/everything/llm-evaluation/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), LLM evaluation is emerging on GitHub: 1.36 of every 10,000 new public repos carried it over the last three months, about 1.3k new repos a month, 20x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 1.7k new repos carried it, -9% against the typical tag. On Hacker News, about 12 stories a month carry it in the title (+53% share of HN in a year). Compared with the typical trend it is built more than talked about. It sits in the Evals and observability megatrend. New stars on its tracked repos: 5.5k a month (-5% share in a year). Not investment advice.</description></item>
<item><title>Model Context Protocol: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/model-context-protocol/</link><guid isPermaLink="false">https://tutorhero.me/everything/model-context-protocol/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Model Context Protocol is emerging on GitHub: 5.38 of every 10,000 new public repos carried it over the last three months, about 5.2k new repos a month, 11x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+111%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 8.5k new repos carried it, +12% against the typical tag. On Hacker News, about 3 stories a month carry it in the title (-70% share of HN in a year). Its Wikipedia article gets about 38.6k views a month by people (-21% share in a year). Compared with the typical trend it is built more than talked about. It sits in the MCP servers megatrend. Not investment advice.</description></item>
<item><title>LLM security: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/llm-security/</link><guid isPermaLink="false">https://tutorhero.me/everything/llm-security/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), LLM security is emerging on GitHub: 0.66 of every 10,000 new public repos carried it over the last three months, about 634 new repos a month, 19x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 846 new repos carried it, -2% against the typical tag. On Hacker News, about 1 stories a month carry it in the title (-19% share of HN in a year). It sits in the Security megatrend. New stars on its tracked repos: 3.5k a month (+246% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Guardrails: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/guardrails/</link><guid isPermaLink="false">https://tutorhero.me/everything/guardrails/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Guardrails is emerging on GitHub: 0.63 of every 10,000 new public repos carried it over the last three months, about 611 new repos a month, 16x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 878 new repos carried it, +13% against the typical tag. On Hacker News, about 16 stories a month carry it in the title (+252% share of HN in a year). Compared with the typical trend it is talk and building in step. It sits in the Security megatrend. New stars on its tracked repos: 3.2k a month (+41% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Video generation: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/video-generation/</link><guid isPermaLink="false">https://tutorhero.me/everything/video-generation/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Video generation is emerging on GitHub: 0.59 of every 10,000 new public repos carried it over the last three months, about 567 new repos a month, 8.9x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+99%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 834 new repos carried it, +16% against the typical tag. On Hacker News, about 5 stories a month carry it in the title (-18% share of HN in a year). Its Wikipedia article gets about 6.5k views a month by people (+24% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Video and animation megatrend. Not investment advice.</description></item>
<item><title>Local LLMs: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/local-llm/</link><guid isPermaLink="false">https://tutorhero.me/everything/local-llm/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Local LLMs is emerging on GitHub: 1.22 of every 10,000 new public repos carried it over the last three months, about 1.2k new repos a month, 8.9x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+99%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 2.5k new repos carried it, +56% against the typical tag. On Hacker News, about 16 stories a month carry it in the title (+168% share of HN in a year). Compared with the typical trend it is talk and building in step. It sits in the Local LLMs and inference megatrend. New stars on its tracked repos: 5.2k a month (+440% share in a year). Not investment advice.</description></item>
<item><title>Video and animation: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/video/</link><guid isPermaLink="false">https://tutorhero.me/everything/video/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Video and animation is emerging on GitHub: 0.98 of every 10,000 new public repos carried it over the last three months, about 936 new repos a month, 11x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+110%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 1.5k new repos carried it, +21% against the typical tag. On Hacker News, about 5 stories a month carry it in the title (-27% share of HN in a year). Its Wikipedia article gets about 6.5k views a month by people (+24% share in a year). Compared with the typical trend it is built more than talked about. The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.</description></item>
<item><title>Self-hosted: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/self-hosted/</link><guid isPermaLink="false">https://tutorhero.me/everything/self-hosted/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Self-hosted is emerging on GitHub: 6.04 of every 10,000 new public repos carried it over the last three months, about 5.8k new repos a month, 9.9x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+106%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 7.9k new repos carried it, -1% against the typical tag. On Hacker News, about 72 stories a month carry it in the title (+146% share of HN in a year). Its Wikipedia article gets about 1.9k views a month by people (n/a share in a year). Compared with the typical trend it is talk and building in step. It sits in the Self-hosted apps megatrend. Not investment advice.</description></item>
<item><title>MCP: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/tag-mcp/</link><guid isPermaLink="false">https://tutorhero.me/everything/tag-mcp/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), MCP is emerging on GitHub: 12.8 of every 10,000 new public repos carried it over the last three months, about 12.3k new repos a month, 6.6x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+82%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 21.7k new repos carried it, +27% against the typical tag. On Hacker News, about 146 stories a month carry it in the title (-21% share of HN in a year). Its Wikipedia article gets about 38.6k views a month by people (-21% share in a year). Compared with the typical trend it is built more than talked about. It sits in the MCP servers megatrend. Not investment advice.</description></item>
<item><title>Text to video: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/text-to-video/</link><guid isPermaLink="false">https://tutorhero.me/everything/text-to-video/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Text to video is emerging on GitHub: 0.19 of every 10,000 new public repos carried it over the last three months, about 184 new repos a month, 10x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+108%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 283 new repos carried it, +15% against the typical tag. On Hacker News, about 0 stories a month carry it in the title (-100% share of HN in a year). Its Wikipedia article gets about 6.5k views a month by people (+24% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Video and animation megatrend. Not investment advice.</description></item>
<item><title>Computer use: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/computer-use/</link><guid isPermaLink="false">https://tutorhero.me/everything/computer-use/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Computer use is emerging on GitHub: 0.26 of every 10,000 new public repos carried it over the last three months, about 264 new repos a month, 14x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 421 new repos carried it, -6% against the typical tag. On Hacker News, about 11 stories a month carry it in the title (+309% share of HN in a year). Compared with the typical trend it is talk and building in step. It sits in the Browser and automation megatrend. New stars on its tracked repos: 9.7k a month (+44% share in a year). Not investment advice.</description></item>
<item><title>Home Assistant: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/home-assistant/</link><guid isPermaLink="false">https://tutorhero.me/everything/home-assistant/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Home Assistant is accelerating on GitHub: 2.43 of every 10,000 new public repos carried it over the last three months, about 2.3k new repos a month, 5.0x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+66%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 3.6k new repos carried it, +3% against the typical tag. On Hacker News, about 4 stories a month carry it in the title (+10% share of HN in a year). Its Wikipedia article gets about 6.1k views a month by people (-17% share in a year). Compared with the typical trend it is built more than talked about. It sits in the Self-hosted apps megatrend. Not investment advice.</description></item>
<item><title>Speech to text: GitHub trend and outlook to 2032</title><link>https://tutorhero.me/everything/speech-to-text/</link><guid isPermaLink="false">https://tutorhero.me/everything/speech-to-text/#2026-09</guid><pubDate>Tue, 20 Oct 2026 20:36:31 GMT</pubDate><description>On TutorHero's Everything Index (September 2026), Speech to text is accelerating on GitHub: 1.35 of every 10,000 new public repos carried it over the last three months, about 1.3k new repos a month, 5.4x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+70%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 1.7k new repos carried it, +0% against the typical tag. On Hacker News, about 3 stories a month carry it in the title (-18% share of HN in a year). Jev, the decision model behind the index, places it in the &quot;top quarter of similar lines&quot; by 2032. It sits in the Voice and audio megatrend. New stars on its tracked repos: 19.0k a month (+83% share in a year). Not investment advice.</description></item>
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