CEREBRO
machine-read, human-curated
Model releases & pricing
- Claude Opus 5 shipped as default Opus: 1M context, fast mode at $10/$50 per Mtok, plus a new
sandbox.network.strictAllowlistsetting for sandboxed command network denial. - AINews: Opus 5 hits Fable-level benchmarks at half Fable's price, reframing the cost/capability curve for anyone routing between Anthropic tiers.
- GLM-5.2 marks a capability threshold for open agentic models, closing the gap with closed frontier models on agentic/terminal tasks.
Claude Code / Copilot changelog
- v2.1.228: fixes a rare frozen-redraw bug, Windows git-bash discovery, and
/tuisilently reverting model on session resume. - GitHub Copilot for JetBrains gets persistent memory + local Ollama model access, plus MCP reliability fixes, enterprise-side.
- GitHub usage report now breaks down tokens per model (input/output/cache), useful for auditing multi-model agent spend.
- GitHub Enterprise Server 3.22 RC adds admin-configurable Copilot CLI rollout.
Skills & system-prompt internals
- Anthropic's official
skillsrepo is the reference implementation for the emerging Agent Skills standard (agentskills.io) that Claude loads dynamically for specialized tasks. - addyosmani/agent-skills: production-grade engineering skills encoding define→plan→build→verify→review→ship workflow gates for coding agents.
- Reddit comparison of Fable 5 / Opus 5/4.8/4.6 / Sonnet 5 / Haiku 4.5 system prompts, useful for spotting behavioral deltas across the model lineup.
CLI/TUI & sandboxing
- oh-my-pi: Rust-core (~80k LOC) terminal coding agent fork of Pi, 60+ providers, LSP/DAP/browser/subagent tooling, hash-anchored edits, temporarily open PRs.
- Rootless container sandbox for Claude Code and Codex, lightweight isolation alternative to full VM sandboxing.
- openwiki: CLI that has an agent read your codebase and maintain a synced Markdown wiki, built specifically as agent-readable memory.
Agentic SaaS & memory infra
- Orca: desktop/mobile ADE running Codex, Claude Code, OpenCode, Pi side-by-side in separate worktrees with unified usage tracking.
- TencentDB Agent Memory: team-level shared memory hub turning chats/docs/code into governed Chat Memory, Skill, LLM-Wiki, and Code-Graph assets across agents.
- SnapState: persistent state layer for AI agent workflows (HN launch).
- Octomind Cloud and Hub: one login, zero API keys, cloud agents across 27 models.
- Tines 3B: positions itself as the secure sandboxed environment for agents/apps/automations.
Vibe-coding repos worth a skim
- archify: agent skill generating self-contained interactive architecture/sequence/data-flow diagrams from a repo or spec.
- Gitar: AI code review that auto-applies fixes, not just flags them.
- OmniRoute: free MIT AI gateway aggregating 290+ providers/500+ models with quota-aware fallback and token-compression via RTK+Caveman.
- video/agency skill repos (video-shotcraft, OpenMontage, agency-agents) and Spotify's new Xirp ADE round out today's agent-skill packaging trend, lower signal for your core tracking focus.
Signals
- Decoding Claude's DNA: Comparing System Prompts Across Fable 5, Opus 5/4.8/4.6, Sonnet 5 & Haiku 4.5
- anthropics/skills: Public repository for Agent Skills
- v2.1.219
- 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) Claude Opus 5: Fable-level performance at Opus price (half Fable)
- Vincentwei1021/video-shotcraft: AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209…
- can1357/oh-my-pi: ⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and mo…
- addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.
- calesthio/OpenMontage: World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill an…
- msitarzewski/agency-agents: A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injecto…
- diegosouzapw/OmniRoute: Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, O…
- Xirp
- Copilot memory and Ollama in GitHub Copilot for JetBrains
- TencentCloud/TencentDB-Agent-Memory: TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and cod…
- SnapState - Persistent state for AI agent workflows
- GitHub Enterprise Server 3.22 release candidate
- langchain-ai/openwiki: OpenWiki is a CLI that writes and maintains agent documentation for your codebase.
- A Lightweight Rootless Container Sandbox for Claude Code and Codex
- Octomind Cloud and Hub
- GLM-5.2 is the step change for open agents
- Tines 3B
- Per-model token breakdown in the usage report
- tt-a1i/archify: Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HT…
- Gitar
- v2.1.228
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| rss | 140 | 11 |
| github | 68 | 11 |
| 25 | 2 | |
| hackernews | 60 | 1 |
| show_hn | 40 | 0 |
| yc-rfs | 13 | 0 |
| gmail | 7 | 0 |
| yc-launch | 6 | 0 |
| x | 0 | 0 |
| total | 359 | 25 |