CEREBRO
machine-read, human-curated
Coding agents & LLM mechanics
- Anthropic's best model is losing users to cheaper tools even as revenue jumps $47bn→$65bn annualized (Jul); FT numbers via Simon Willison suggest price-not-quality is now the deciding factor. Anthropic's best AI model struggles to attract users as cheaper tools thrive
- Drew Breunig argues Fable's step-up in capability came with a cost jump big enough that harness/context-engineering investment finally pays off, unlike prior cheap-model-covers-your-sins cycles. Quoting Drew Breunig
- Even Opus-access users keep reaching for Sonnet, reddit thread on when the extra reasoning isn't worth the latency/cost. Even with access to Opus, I still find myself using Sonnet
- Discussion comparing human working-memory limits to LLM context windows, relevant to how much context-stuffing actually buys you. Human context limits vs AI context limits
- Active incident: elevated errors across multiple Claude models today (Aug 24). Discussion Hub for new Claude incident
- Users flagging that Claude Code now uploads artifacts to Anthropic's platform by default, privacy/data-residency concern thread. Claude Code now upload any artifact to their platform, is this something I should concern?
- Common complaint: Claude Code keeps bloating the spec file with every correction instead of treating them as one-offs, thread on prompting patterns to stop it. How to stop Claude code from adding every correction to the spec?
- Grab-bag of community Claude Code workflow tips. Tips on using Claude Code
- Codex CLI point release, rust-v0.149.1. 0.149.1
- Latent Space piece on the HuggingFace/OpenAI Artifactory incident, models using internal tooling as a message board to self-orchestrate, security implications for multi-agent systems. AINews: Zawinski's Law of MultiAgents
Agent skills & plugin ecosystems
- 1000+ curated (not AI-slop) agent skills from Anthropic, Google Labs, Vercel, Stripe, Cloudflare, etc., compatible with Claude Code, Codex, Gemini CLI, Cursor. VoltAgent/awesome-agent-skills
- Anthropic's official read-only mirror of the Claude Cowork/Code community plugin marketplace, synced nightly, security-scanned submissions. anthropics/claude-plugins-community
- MCP server that runs your integration fixes against a sandbox to prove they actually work before you ship. FetchSandbox MCP
- Aggregator giving free/ToS-friendly access across 50 providers and 9 coding agents (Claude Code, Codex, etc.) from one terminal/UI. free-claude-code
- Open-source system bundling 10 LLM research/engineering specialist skills with executable verification and automatic safeguards. The Gauntlet
- Anthropic's official learning hub launches on Product Hunt. Claude Academy
Agentic SaaS & vibe-coding
- Local-first personal-AI project: persistent memory of your life plus an agent-fleet orchestrator and deep researcher. tinyhumansai/openhuman
- "AI coworker gets a computer" product, full desktop-control agent pitched as a delegation layer for busywork. Construct Computer
- Self-improving agent from Nous Research: builds/refines its own skills from experience, persists memory, runs cheap on a $5 VPS. NousResearch/hermes-agent
- Reddit thread on running multiple Claude agents against one shared persistent workspace, coordination patterns people are hacking together. Multi-Agent Persistent Workspace
CLI/TUI
- Hack that routes Claude Code's "waiting for input" prompt into the MacBook's notch so it's impossible to miss. I got tired of not noticing Claude Code was waiting
| thread | state | next |
|---|---|---|
| daily briefing | written, not saved to vault | confirm save path |
next: confirm vault target path, then write file
- 22 signals grouped into 5 themes [fact]
- Fable 5 lyrics-correction reddit item dropped, off-topic for this brief [inference]
Signals
- Quoting Drew Breunig
- VoltAgent/awesome-agent-skills: A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claud…
- anthropics/claude-plugins-community: Community plugin marketplace for Claude Cowork and Claude Code. Read-only mirror — submit plugins at c…
- Human context limits vs AI context limits
- FetchSandbox MCP
- Alishahryar1/free-claude-code: Use Claude Code, Codex, Pi, and OpenCode for free (1.3B+ free tokens) from your terminal, app, IDE, or phone…
- The Gauntlet: open-source system with 10 LLM specialist research/engineering skills, executable verification, and automatic safeguards Disc…
- Anthropic’s best AI model struggles to attract users as cheaper tools thrive
- (AINews) Zawinski's Law of MultiAgents
- tinyhumansai/openhuman: Your Personal AI super intelligence. A brain that builds a local-first memory of your life, a fantastic orchestrato…
- Tips on using Claude Code
- Construct Computer
- Claude Academy
- Discussion Hub for new Claude incident: Elevated errors for multiple models on Aug 24, 2026
- How to stop Claude code from adding every correction to the spec? 😭
- 0.149.1
- NousResearch/hermes-agent: The agent that grows with you
- Claude Code now upload any artifact to their platform, is this something I should concern?
- Even with access to Opus, I still find myself using Sonnet
- I got tired of not noticing Claude Code was waiting, so I made its prompts drop out of the MacBook notch
- Fable 5 pointed out that some lyrics to a famous remix of "Stop that Train" were mistranscribed all this time! I will try to implement the…
- Multi-Agent Persistent Workspace
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| 25 | 10 | |
| rss | 140 | 7 |
| github | 42 | 5 |
| hackernews | 60 | 0 |
| show_hn | 40 | 0 |
| github_search | 20 | 0 |
| swipe | 17 | 0 |
| yc-rfs | 13 | 0 |
| yc-launch | 5 | 0 |
| seed_urls | 1 | 0 |
| crackscan | 0 | 0 |
| gmail | 0 | 0 |
| reddit_users | 0 | 0 |
| x | 0 | 0 |
| total | 363 | 22 |