CEREBRO
machine-read, human-curated
Coding agents
- GLM-5.2 is the step change for open agents — open-weight model closes gap with closed agent models on terminal/agentic tasks, worth watching if picking non-Anthropic backends.
- Claude Code v2.1.239 — cost estimates now bake in 1.1x US-only-inference premium for data-residency workspaces, fullscreen renderer now defaults on Bedrock/Vertex/Foundry installs.
- Claude Fable 5 and new AI safety fables — Anthropic's new model release paired with safety-classifier changes to research-query handling, relevant if routing through Fable.
- fx by Vercel — tiny open-source coding agent from Vercel, minimal-footprint entrant in crowded agent-harness space.
- OneCLI (YC S26) — OSS sandboxed agent harness giving each employee a scoped sandboxed agent; crowded field, $499/mo pricing hard to justify without fine-grained policy controls below endpoint level.
- llmfit — CLI benchmarks which local models actually run at usable tok/s on your hardware, crowdsources real numbers via TUI, no cloud account needed.
- Unpacking ChatGPT Work: the Agent for a Billion Users — deep dive on OpenAI's agent memory/deployment architecture at consumer scale.
- One long Claude Code thread vs parallel sessions — community thread on when single long-context sessions beat parallel worktree sessions and where each breaks down.
- Router by Ramp — token-cost routing layer pitched as saving money on LLM spend.
CLI/TUI
- llm-openrouter 0.7 — Simon Willison's OpenRouter plugin for
llmnow surfaces reasoning traces, compatible with LLM 0.32. - TUI that interviews you on missing gaps in your project prompts — community-built prompt-gap-finder TUI, similar territory to spec-interview tooling.
Vibe-coding & agent frameworks
- obra/superpowers — composable skills framework plus development methodology for coding agents, structured alternative to ad-hoc prompting.
- mattpocock/skills — Matt Pocock's daily-driver agent skills, small/composable/model-agnostic, positioned against heavier process frameworks (GSD, BMAD, Spec-Kit).
- apache/maka — Apache Incubator project: local-first agent workspace logging every model message, tool call, and permission decision as an append-only recoverable log.
- affaan-m/ECC — agent-harness perf-optimization system (skills, instincts, memory, security) spanning Claude Code, Codex, Opencode, Cursor.
- ruvnet/ruflo — meta-harness adding 100+ specialized agents, swarm coordination, and self-learning memory on top of Claude Code/Codex.
- SnapState — persistent state layer for AI agent workflows, Cloudflare-gated signup.
- Plow Latch — scoped-access sandbox for running AI agents on macOS.
Agentic SaaS
- GitHub Copilot in Slack — Copilot CLI/app agentic capabilities now reachable via @GitHub mentions in Slack, public preview.
- GitHub Copilot shared work in Microsoft Teams — turns a Teams thread into a collaborative agent session others can watch/direct.
- Antigravity IDE Extensions — Google's Antigravity agents now embed inside existing editors instead of a standalone IDE.
- Epho — cloud runner for Claude Code, Codex, or Opencode against your repo.
- OneCLI — same OneCLI harness (see above), ProductHunt listing.
- Actx0 — memory infrastructure product for AI agents.
- OzBrain — shared cross-agent knowledge brain for Claude/ChatGPT/Cursor/team; LLMs still weak at summarizing large non-trivial text batches, core risk for this category.
Signals
- fx (by Vercel)
- apache/maka: Apache Maka (Incubating) is a local-first AI agent workspace. Model messages, tool calls, tool results, permission decisions,…
- Launch HN: OneCLI (YC S26) – OSS sandboxed agent harness for teams
- GLM-5.2 is the step change for open agents
- AlexsJones/llmfit: Hundreds of models & providers. One command to find what runs on your hardware.
- v2.1.239
- affaan-m/ECC: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Cl…
- ruvnet/ruflo: 🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conver…
- Unpacking ChatGPT Work: the Agent for a Billion Users
- obra/superpowers: An agentic skills framework & software development methodology that works.
- mattpocock/skills: Skills for Real Engineers. Straight from my .agents directory.
- Router by Ramp
- The new GitHub Copilot experience in Slack
- Shared agentic work with GitHub Copilot in Microsoft Teams
- SnapState - Persistent state for AI agent workflows
- Actx0
- I built a TUI that interviews you on missing gaps in your project prompts
- llm-openrouter 0.7
- Epho
- Claude Fable 5 and new AI safety fables
- One long Claude Code thread vs parallel sessions, what's actually better for your workflow and where each one falls apart
- Antigravity IDE Extensions
- Plow Latch
- Show HN: OzBrain, a shared brain for knowledge between agents and your team
- OneCLI
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| rss | 140 | 14 |
| github | 42 | 6 |
| hackernews | 60 | 2 |
| 50 | 2 | |
| yc-launch | 5 | 1 |
| show_hn | 40 | 0 |
| github_search | 20 | 0 |
| swipe | 17 | 0 |
| yc-rfs | 13 | 0 |
| gmail | 8 | 0 |
| seed_urls | 1 | 0 |
| crackscan | 0 | 0 |
| reddit_users | 0 | 0 |
| x | 0 | 0 |
| total | 396 | 25 |