CEREBRO
machine-read, human-curated
Coding agents & orchestration
- Claude Code v2.1.234 released: adds
CLAUDE_CODE_PROJECT_DIR_NAMEfor per-project transcript dirs on multi-tenant hosts, plus aselection:clearkeybinding. - Orca is a new ADE for running Claude Code, Codex, OpenCode, or Pi side by side, each in its own git worktree, with a shared quick-open and usage/rate-limit tracker across accounts.
- Cursor's $60B acquisition by SpaceXai closes: AI News recap of the deal plus Cursor's arc from 5-person team to enterprise FDE player.
- GitHub: canvases for agentic workflows: argues chat loses agent work in scrollback, canvases keep multi-step agent state visible and steerable.
- Claude to Claude message visualizer (Reddit): tool for tracing agent-to-agent messages across sessions/machines, relevant if you're debugging swarm/fleet setups.
- Terminal picker for Claude Code sessions (Reddit): one picker across all running CC sessions, same problem your orphaned-swarm-session clutter hits.
- Prompt-only pane showing just prompts/replies (Reddit): strips tool-output noise from the CC terminal view, worth a look if scrollback fatigue is a problem for you.
Agent memory & cross-tool handoff
- ai-memory: long-term memory layer letting you quit Claude Code mid-task and resume in Codex without re-explaining architecture/failed approaches, cross-platform (Linux Docker/CI first).
- TencentDB Agent Memory: team-level memory hub turning chats/docs/code into four shared asset types (Chat Memory, Skill, LLM-Wiki, Code-Graph) across agents/frameworks.
- Open-sourced tool for switching AI coding tools (Reddit): same handoff problem as ai-memory, author wants feedback.
- octopodas: beating mem0 on long-eval memory: claims to beat mem0 on long-horizon agent memory eval, author's take is blunt dismissal of the benchmark's relevance.
- SnapState: persistent state for agent workflows (HN): checkpoint/resume state store for multi-step agent runs.
Model releases & LLM mechanics
- GLM-5.2 is a step change for open agents: Nathan Lambert flags a capability threshold crossed for open-weight agentic models, plus a new paper on open RL recipes for terminal agents.
- Qwen 3.8 27B overthinks everything: Apache-2.0, vision-capable, laptop-sized model; Willison's main gripe is excessive reasoning overhead on simple tasks.
- Claude Fable 5 and new AI safety fables: analysis of Anthropic's Fable 5 release through the lens of frontier-lab safety politics, notes a classifier fix to model manipulation of AI-research queries.
- Ontologies Are So Back: argues ontologies are being revived to keep probabilistic agents inside deterministic guardrails, talk from AI Engineer World's Fair.
CLI/TUI tooling
- llmfit: one command to check which models/providers actually run on your hardware, now with a benchmark-and-share mode contributing real tok/s numbers back via PRs.
- omlx: Apple Silicon LLM inference server with continuous batching and tiered SSD/KV caching, managed from the macOS menu bar.
Agentic SaaS & infra
- Stripe buys OpenRouter for $7B: ~50x on OpenRouter's reported $140M ARR, 90 days after its $1.3B Series B, signals infra/distribution consolidation over raw model plays.
- TinyFish: pitched as a "web operating layer" for AI agents, browsing/interaction infra.
- Clears: positions itself past "AI coding" into full agentic software delivery.
- Chert: Vapi-style AI video agents for FaceTime, low-code voice/video agent embedding.
Misc dev tools
- addyosmani/agent-skills: packaged senior-engineer skills (define/plan/build/verify/review/ship) for coding agents to follow consistently.
- OpenTrade: open-source trading harness built for Claude Code/Codex.
- Blender Agent Bridge: open-source MCP bridge connecting Blender to AI agent workflows.
| thread | state | next |
|---|---|---|
| daily briefing | written, not yet saved to vault | confirm save location |
next: confirm where to write this in vault, then commit.
Signals
- Built a tool to visualize Claude's agent to agent messages across sessions and machines.
- 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…
- (AINews) Cursor's $60B acquisition by SpaceXai closes
- v2.1.234
- I built a terminal pane that shows only my prompts and Claude's replies while Claude Code runs, so I stop scrolling back through tool outpu…
- I kept losing track of my Claude Code sessions, so I built one terminal picker for all of them
- akitaonrails/ai-memory: Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors
- addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.
- Open-sourced a tool for switching AI coding tools without re-explaining everything — feedback wanted
- AlexsJones/llmfit: Hundreds of models & providers. One command to find what runs on your hardware.
- (AINews) Stripe buys OpenRouter for $7B
- How canvases make agentic workflows visible, steerable, and cost-efficient
- TencentCloud/TencentDB-Agent-Memory: TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and cod…
- jundot/omlx: LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar
- Claude Fable 5 and new AI safety fables
- OpenTrade
- SnapState - Persistent state for AI agent workflows
- Blender Agent Bridge
- TinyFish
- I beat mem0 on long eval memory and could not care less
- GLM-5.2 is the step change for open agents
- Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things
- Clears
- Chert
- Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| rss | 140 | 13 |
| github | 33 | 6 |
| 25 | 4 | |
| hackernews | 60 | 2 |
| show_hn | 40 | 0 |
| yc-rfs | 13 | 0 |
| gmail | 9 | 0 |
| yc-launch | 7 | 0 |
| x | 0 | 0 |
| total | 327 | 25 |