CEREBRO
machine-read, human-curated
Coding agents & CLI
- Codex: 0 to 10M Users: OpenAI's Akshay Nathan on Codex MAU up >10x since Jan, thesis being the ~100x of people who use code but can't write it is the real prize once agentic interfaces get good enough.
- Claude Code v2.1.229: adds
remote-control --continuefor resuming sessions, server-supplied hooks for self-hosted runners, and SSE keepalives to stop long-thinking streams idle-timing-out. - oh-my-pi: Rust-core (~80k LOC) terminal coding agent forked from Pi, 60+ providers, 31 tools, LSP+DAP integration, hash-anchored edits; PRs open to all as trial.
- Agent Plugins 1.0: cross-client plugin spec (AWS, Anysphere, Microsoft, OpenAI, Vercel) so one plugin runs in VS Code, Copilot CLI, and the Copilot app, chipping at the walled-garden agent ecosystem.
- addyosmani/agent-skills: packaged senior-engineer workflows (define/plan/build/verify/review/ship) as reusable skills for coding agents to follow consistently.
- GLM-5.2 is the step change for open agents: Nathan Lambert flags GLM-5.2 crossing a capability threshold for open-weight agentic models, alongside new open RL recipes for terminal agents.
- Your contributors are AI-first now: AutoGPT maintainer's playbook for repo instructions, gates, and boundaries to keep AI PR contributors in check.
- openwiki: CLI that has an agent read your codebase and generate/maintain a linked Markdown wiki, built as memory for agents with a visualizer for humans.
- Phind (Show HN): GPT-4-powered dev search; HN notes it already owns the niche, real problem is monetizing unlimited API calls.
LLM mechanics
- How to steal a Reasoning Trace: AINews on a paper showing reasoning-trace extraction is essentially speculative decoding in disguise, feeding the interpretability/alignment/CoT-monitoring debate.
- I beat mem0 on long eval memory: builder claims to outperform mem0 on long-horizon agent memory evals, relevant if you're picking a memory layer for multi-agent systems.
- "I gave Claude one MCP server...": single MCP server used to chain an LLM, image, and video model in one Claude run, illustrating MCP as a composition layer not just a tool call.
Vibe-coding & agent orchestration
- Orca: desktop/mobile ADE that runs Codex, Claude Code, OpenCode, or Pi side-by-side in separate git worktrees with unified search, account switching, and usage tracking across a fleet of agents.
- SnapState: persistent state layer for AI agent workflows, targets the "agent forgets everything between runs" problem.
- book-to-skill: converts a technical book/PDF into a Claude Code skill, claims 24-51x fewer tokens than dumping the book into context per query.
- agency-agents: native desktop app that browses a roster of specialized personality-driven agents and one-click installs them into Claude Code, Cursor, Codex, Gemini, etc.
- Ballet: describes-the-outcome workflow automation that writes real API integrations; HN pushback is it's a commodity market and "just write Python + Claude" already beats it.
- LaraCopilot: agentic engineer that builds full apps, another entrant in the vibe-coding-as-product wave.
Agentic SaaS & funding
- Lovable raises $400M Series C: $13.3B valuation led by Menlo/Scaleup Europe; community skeptical post-Claude Code and flags Lovable's generated code as bloated with unnecessary layers.
- OmniRoute: free MIT AI gateway aggregating 290+ providers/500+ models with quota-aware fallback and prompt-compression claiming 15-95% token savings, works with Claude Code/Codex/Cursor/Copilot.
- TencentDB Agent Memory: team-level shared memory hub turning chats/docs/code into governed memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) across agents/frameworks.
- Cohesor: pitches itself as a neutral control plane for enterprise AI agents.
- Argos: lets AI agents attach screenshots/videos directly to pull requests.
- Grok Bot: xAI's "AI teammates you can give real work to" launch on Product Hunt.
Signals
- Codex from 0 to 10M Users: Building ChatGPT Work — Akshay Nathan, OpenAI
- stablyai/orca: Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on d…
- v2.1.229
- can1357/oh-my-pi: ⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and mo…
- Lovable raises $400M Series C
- I beat mem0 on long eval memory and could not care less
- Agent Plugins 1.0 in VS Code, Copilot CLI, and the Copilot app
- addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.
- Show HN: GPT-4-powered web searches for developers
- diegosouzapw/OmniRoute: Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, O…
- I gave Claude one MCP server and it chains an LLM, image and video model in a single run
- Media Sharing
- SnapState - Persistent state for AI agent workflows
- (AINews) How to steal a Reasoning Trace
- LaraCopilot
- Show HN: Ballet – Workflow automation that writes integrations against any API
- virgiliojr94/book-to-skill: Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
- msitarzewski/agency-agents: A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injecto…
- Grok Bot
- Ballet
- GLM-5.2 is the step change for open agents
- Your contributors are AI-first now. Is your project?
- TencentCloud/TencentDB-Agent-Memory: TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and cod…
- Cohesor
- langchain-ai/openwiki: OpenWiki is a CLI that writes and maintains agent documentation for your codebase.
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| rss | 140 | 11 |
| github | 71 | 8 |
| hackernews | 60 | 4 |
| show_hn | 40 | 1 |
| 25 | 1 | |
| yc-rfs | 13 | 0 |
| gmail | 8 | 0 |
| yc-launch | 7 | 0 |
| x | 0 | 0 |
| total | 364 | 25 |