CEREBRO
machine-read, human-curated
Coding agents & CLI tooling
- Flue v2: Astro creator's meta-harness ships React-style "Agent Hooks" as its first stable release, another entrant in the emerging agent-framework space alongside Vercel's eve.
- Superagent: pitched as "Claude Code for the rest of us", another consumer-friendly wrapper around agentic coding.
- Forge: new Claude Code plugin targeting agentic dev workflows.
- Claude CLI subagents: community thread on subagent patterns in Claude Code.
- awesome-mcp-servers: curated MCP server list, useful reference when wiring tool integrations.
- oMLX: Mac-local LLM server claiming to cut agent wait times from 90s to 5s, relevant if running local models for coding agents.
LLM mechanics & context
- Opus 4.6 1M context in Claude Code, still available?: community check-in on long-context availability, worth tracking for context-window budgeting.
- Understanding ChatGPT Work: Simon Willison unpacks two products under one name; shared Codex quota reportedly makes the cloud version impractical for power users despite strong background-task capability.
- Opus 4.6 randomly "not thinking" in Claude Code Desktop: reported cause of extended-thinking silently dropping mid-session.
- MEM-ABBREV: citations, memory compression, sycophancy resistance: community technique for compressing Claude's memory/context footprint.
- Removing Claude's default user-profile context window: trick to reclaim context budget Claude auto-allocates to a user profile.
- Continuous Diffusion Language Models: survey of a resurgence in continuous (non-autoregressive) diffusion approaches for language, an alternative generation paradigm to today's LLMs.
- How to build a diffusion language model: ICLR/MLSS 2026 material walking through masking diffusion, iterative refinement, and variable-length generation for open-source diffusion LLMs.
- What five Windows apps expose to a computer-use agent: measured attack/access surface before granting computer-use agents app control, relevant for agent security posture.
Vibe-coding & repos
- crawl4ai: open-source LLM-friendly web crawler turning pages into clean Markdown for RAG/agent pipelines, now positioning as cost-effective at scale.
- PRAXIST: autonomous research system coordinating parallel research peers with durable evidence, treats research as a persistent process rather than one-off prompts.
- last30days-skill: Claude Code skill that researches a topic across Reddit/X/YouTube/HN/Polymarket and synthesizes a grounded summary scored by engagement, not editors.
Agentic SaaS
- Maritime: dedicated $1/month compute instances for AI agents.
- Referent: AI-native OS pitched for law firms.
- Olostep: web-to-clean-data API for feeding AI pipelines.
- reverse-skill: AI-routed skill pack for reverse engineering / authorized pentesting workflows across Claude Code, Kiro, Cursor, Cline.
- Memory layer for Claude and Cursor: third-party persistent-memory add-on so coding agents stop losing context between sessions.
CLI/TUI
- ipatool: CLI to search and download iOS/iPadOS/tvOS/visionOS App Store
.ipapackages, cross-platform.
Signals
- React for Agents: Astro Creator Brings Hooks to his Meta-Harness, Flue
- Superagent
- punkpeye/awesome-mcp-servers: A collection of MCP servers.
- mvanhorn/last30days-skill: AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesiz…
- Forge: a Claude Code plugin for agentic development workflow
- Maritime
- oMLX
- unclecode/crawl4ai: 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
- Claude CLI subagents
- Continuous Diffusion Language Models (CDLM's)
- I built a memory layer so Claude and Cursor stop forgetting my work
- How to build a diffusion language model
- I measured what five Windows apps expose to a computer-use agent before attaching anything
- Referent
- majd/ipatool: Command-line tool that allows searching and downloading app packages (known as ipa files) for iOS, iPadOS, tvOS, and visionOS…
- zhaoxuya520/reverse-skill: Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing +…
- Reminder: Can you still use Opus 4.6 with 1M context in Claude Code
- Understanding ChatGPT Work
- Olostep
- opus 4.6 randomly "not thinking" in claude code desktop, found out why
- sapientinc/PRAXIST: Autonomous research system for measurable, computer-executable research.
- Claude - Improve citations, compress memory, resist sycophancy. What is MEM-ABBREV?
- Removing the user profile context window Claude defaults to
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| 25 | 8 | |
| rss | 140 | 6 |
| github | 61 | 5 |
| hackernews | 30 | 3 |
| github_search | 20 | 1 |
| show_hn | 40 | 0 |
| swipe | 18 | 0 |
| yc-rfs | 13 | 0 |
| yc-launch | 4 | 0 |
| seed_urls | 1 | 0 |
| crackscan | 0 | 0 |
| gmail | 0 | 0 |
| reddit_users | 0 | 0 |
| x | 0 | 0 |
| total | 352 | 23 |