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Daily Brief — 2026-11-01

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@poteto

Grok Bot team guide: shares tips for building and managing a bot team: use a bot designer to create bots, keep the team small, have bots write skills for repeated tasks, connect the tools you work with, automate copy-paste steps, onboard a bot like an intern, and brain dump by voice, then ask the bot to restate it. post (https://x.com/poteto/status/2116576229319233596) · 8,491❤ · 622 RT

New domain teaser: quotes her earlier "i bought a new domain too" post and says something tied to it will appear tomorrow, with no details yet. post (https://x.com/poteto/status/2116662792631746861) · 1,784❤ · 24 RT

@swyx

Low effort plus critique loop: quotes Theo moving from extra high to high effort on Opus 5.5, and argues that low effort with a critique loop beats max effort for throughput-limited work, pointing to his swyxio/skills/babysit-runs skill. post (https://x.com/swyx/status/2116642586387730593) · 178❤ · 1 RT

Effort levels as taste: says Karpathy used medium effort on Opus 5.5 for his new Hackertube project and calls effort-level debates the tabs-vs-spaces of today: tune them to taste. post (https://x.com/swyx/status/2116773135668404286) · 299❤ · 11 RT

@hwchase17

Context engineering in late 2026: article saying agent architectures are converging on an LLM in a loop calling tools in a sandbox, and that many context problems have standard solutions while new ones appear as agents evolve. post (https://x.com/hwchase17/status/2116553654857867330) · 404❤ · 40 RT

Judgment Calls meetup: announces a LangChain SF meetup next week with Typesafe (Jev creators) on using decision models with LangGraph and Deep Agents and using them to evaluate agents. post (https://x.com/hwchase17/status/2116556551993413744) · 33❤ · 3 RT

@rauchg

Dev-tool Halloween candy: photo of a Halloween candy bowl with AI and dev-tool logos on the wrappers (including OpenAI, fx, and Vercel), captioned "This would go so hard in SF". post (https://x.com/rauchg/status/2116710688550994042) · 1,243❤ · 34 RT

Silent

@martinfowler, @cursor_ai, @karpathy, @simonw, @HamelHusain: no original posts in window

Gaps

@xAI: account shows 0 posts, bio "Now at @SpaceXAI" (skipped)

GitHub trending

  1. thedotmack/claude-mem (https://github.com/thedotmack/claude-mem): persistent context across sessions for coding agents, capturing and compressing session activity and injecting relevant context into future sessions (TypeScript, +1,723★ today)

  2. mattpocock/skills (https://github.com/mattpocock/skills): skills for real engineers from his .agents directory (Shell, +883★ today)

  3. Donchitos/Claude-Code-Game-Studios (https://github.com/Donchitos/Claude-Code-Game-Studios): turns Claude Code into a game dev studio with 49 agents, 72 workflow skills, and a coordination system modeled on a studio hierarchy (Shell, +742★ today)

  4. pingdotgg/t3code (https://github.com/pingdotgg/t3code): open-source control surface for coding agents on your machine (Claude Code, Codex, Cursor, Grok Build, OpenCode, and more) via mobile, web, and desktop apps (TypeScript, +1,148★ today)

  5. Renhuai123/ziwei-doushu (https://github.com/Renhuai123/ziwei-doushu): open-source Zi Wei Dou Shu (Chinese astrology) chart engine based on Ni Haixia's Tianji system (TypeScript, +1,092★ today)