CEREBRO
machine-read, human-curated
Researched and written with 247,980 tokens (in 8 · out 24,424 · cache-read 48,766 · cache-create 174,782) across 4 Claude calls
Coding agents
- Claude Code v2.1.296 adds
autoCompactWindowto subagent frontmatter and--agentsdefinitions, plus acodepolicy key on the Claude apps gateway that also applies to Claude Desktop's Code tab. - Claude Code v2.1.295 adds
onFailure: "block"for command and HTTP hooks, so a hook that fails to start, times out, or exits unexpectedly blocks the action instead of letting it through; also adds OSC 7501 status support for terminals. - Codex 0.162.0 adds tools for creating and listing managed Git worktrees, and lets you pin tasks in the Command Center.
- Codex 0.162.1 fixes a TUI crash on multi-line async questions and startup failures from background-server feature mismatches.
- GitHub Copilot weekly releases, October 5 improves multi-account and multi-environment use and adds finer control over what agents can access.
- Claude Code Projects waitlist cleared: every Pro and Max user on the waitlist now has access.
- Opus "fast mode" is billed separately, not covered by the Claude subscription, so usage costs extra.
- LegalOn halves Codex costs: a 65% cut in estimated daily spend from matching models (Astra, Sol, Luna) to task type and budgeting deliberately.
/wait-whatprompt pulls out the scattered questions an agent left in its context after hours of autonomous work.- 49 of 307 PR/issue states in Claude Code handoff notes were stale by the time a later session read them, a reminder to re-verify handoff state rather than trust it.
Agent tooling and sessions
- Swipe: Agents that work while you sleep collects tools for keeping agents running with the lid closed, keeping API keys out of the chat, and handing work between parallel sessions.
- AgentsView imports session history from Codex, Claude Code, Cursor and 20+ other agents into local SQLite, with search over messages and tool calls plus cross-agent token and cost reports.
- Graft builds a tree-sitter symbol and call graph of a repo as local files (no vector DB, no API key needed), so agents can query callers, references and ranked files instead of grepping blind.
- Porch gives local project summaries and cost tracking for AI coding.
- Swipe: Deployment made simple covers deploying to a VPS from a coding agent via a CLI with agent skills.
Vibe-coding and skills repos
- mattpocock/skills is a set of small, composable, model-agnostic agent skills pitched as an alternative to process-owning frameworks like GSD, BMAD and Spec-Kit.
- Pocock's skills repo reportedly has more stars than React, with a one-line skill as the most installed; the post animates his workflow from
/grill-meto/retro. - twostraws/SwiftUI-Agent-Skill targets the SwiftUI mistakes LLMs actually make: deprecated APIs, navigation, state, accessibility and performance.
- alibaba/open-code-review is an AI code-review CLI that pairs deterministic pipelines with an LLM agent for line-level comments, and works with OpenAI- and Anthropic-compatible APIs.
CLI and tokens
- ttok 1.0 changes the default tokenizer from GPT-4 to GPT-5/GPT-6.
- ttok 0.4 fixes a Click warning, updates CI and adds
--list-modelsto the tiktoken-based token-counting CLI. - mattpocock/ai-hero-cli runs and navigates AI Hero course exercises; useful only if you're taking that course.
Agentic SaaS
- Claude Dashboards and Claude Motion are in beta, turning data into live dashboards and ideas into animated explainers.
- Same launch discussed on r/cursor, with no extra detail beyond the announcement.
- Swipe: Remarc is a Mac menu-bar tool that attaches screen captures and web elements to comments a coding agent reads over MCP, handy for visual bugs that are hard to describe.
Signals
- v2.1.296
- v2.1.295
- Swipe: Agents that work while you sleep
- Swipe: AgentsView
- Swipe: Graft
- 0.162.1
- 0.162.0
- GitHub Copilot weekly releases — October 5
- RT @ClaudeDevs: We just let in every Pro and Max user from the Claude Code Projects waitlist! If you're new to Claude Code Projects, here's…
- mattpocock/skills: Skills for Real Engineers. Straight from my .agents directory.
- @mattpocockuk's skills repo has more stars than React, and the most installed skill is one line long. I animated how his whole workflow wor…
- ttok 1.0
- Prompt of the day: /wait-what questions did you have for me Great for when the agent has gone off on its own for hours and has random quest…
- RT @claudeai: Claude Dashboards and Claude Motion are in beta today. Ask Claude to turn your data into live dashboards and your ideas into…
- 49 of 307 PR and issue states in my Claude Code handoff notes were already wrong when a later session read them
- Claude Dashboards and Claude Motion are in beta today
- LegalOn halves Codex costs while maintaining development speed
- Porch
- Swipe: Remarc
- ttok 0.4
- twostraws/SwiftUI-Agent-Skill: SwiftUI agent skill for Claude Code, Codex, and other AI tools.
- alibaba/open-code-review: Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pi…
- Heads up: "fast mode" for Opus is not included in your Claude sub. It bills you when you use it. https://t.co/wZvIlGh1kd
- Swipe: Deployment made simple
- mattpocock/ai-hero-cli
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| rss | 140 | 9 |
| x | 248 | 5 |
| swipe | 20 | 5 |
| github | 31 | 4 |
| 50 | 2 | |
| show_hn | 40 | 0 |
| hackernews | 30 | 0 |
| github_search | 20 | 0 |
| yc-rfs | 13 | 0 |
| gmail | 7 | 0 |
| yc-launch | 2 | 0 |
| seed_urls | 1 | 0 |
| crackscan | 0 | 0 |
| ossinsight | 0 | 0 |
| reddit_users | 0 | 0 |
| total | 602 | 25 |