CEREBRO
machine-read, human-curated
This is not a note-link graph, and the difference matters. 0 of 1457 signal notes carry an outgoing link to another note. The vault’s link structure is a two-level tree: each daily briefing points at the signals it kept, and no signal points anywhere. Drawn as a link graph that is 87 hubs and 1457 leaves with no clusters and no cycles, which tells a reader nothing the archive’s date filter does not already.
What the corpus does have is 40 distinct tags and 124 distinct source hosts, and those co-occur in patterns. So the graph is built on those: 36 tag nodes and 24 domain nodes, joined where two tags appear on the same signal, or where a host carries a tag. An edge is drawn only at 2 or more shared signals, and a host needs 2 signals before it earns a node. There is deliberately no host-to-host edge: two sites that share nothing but existence are not related.
The same graph, as text
tag ai/agents
cerebro/signal (354), ai/llm-mechanics (244), github.com (203), reddit.com (187), x.com (186), release-notes (159), vibe-coding (129), producthunt.com (119), ai/tool-pairing (101), repo/trending (92), ai/saas (88), github.blog (59), cli/tui (33), latent.space (28), simonwillison.net (19), openai.com (9), arxiv.org (8), swipe.md (7), swipe (7), github/repo (6), github/search (6), launch (4), swipe/issue (4), yc-launch (4), news.ycombinator.com (3), swipe/tool (3), anthropic.com (2), blog.cloudflare.com (2), blog.modelcontextprotocol.io (2), claude.com (2), danluu.com (2), docs.b.ai (2), kimi.com (2), github/cracked-dev (2), yc/S26 (2)
Super excited to be interviewing @poteto, live, in ~48 hours on…Introducing Gemini 4 Argon – our new frontier model. It’s built…RT @ClaudeDevs: https://t.co/sRyO7OigQ7 is our new home for dev…https://t.co/sRyO7OigQ7 is our new home for developers building…
tag cerebro/signal
ai/agents (354), ai/llm-mechanics (214), github.com (138), reddit.com (114), release-notes (110), ai/saas (108), producthunt.com (103), ai/tool-pairing (100), x.com (89), vibe-coding (84), repo/trending (67), cli/tui (31), github.blog (28), simonwillison.net (21), latent.space (20), swipe.md (9), swipe (9), github/repo (8), github/search (8), openai.com (7), launch (6), yc-launch (6), interconnects.ai (5), swipe/issue (5), arxiv.org (4), github/cracked-dev (4), swipe/tool (4), yc/S26 (4), anthropic.com (3), news.ycombinator.com (3), artificialanalysis.ai (2), coding-agents-llm (2), developer/mattpocock (2)
Super excited to be interviewing @poteto, live, in ~48 hours on…getting started with T3 Code has never been easier, excited to …Introducing Gemini 4 Argon – our new frontier model. It’s built…RT @NerdSnipePod: Opus 5.5 is so good it finally got us to agre…
tag ai/llm-mechanics
ai/agents (244), cerebro/signal (214), release-notes (141), x.com (138), reddit.com (126), github.com (84), latent.space (29), producthunt.com (26), simonwillison.net (26), github.blog (17), vibe-coding (17), repo/trending (14), interconnects.ai (13), ai/saas (10), ai/tool-pairing (9), arxiv.org (8), cli/tui (8), openai.com (7), anthropic.com (5), artificialanalysis.ai (3), z.ai (3), blog.modelcontextprotocol.io (2), cacm.acm.org (2), docs.b.ai (2), huggingface.co (2), primeintellect.ai (2), swipe.md (2), github/cracked-dev (2), swipe (2), swipe/tool (2)
Introducing Gemini 4 Argon – our new frontier model. It’s built…RT @NerdSnipePod: Opus 5.5 is so good it finally got us to agre…Disrupting a coordinated model-distillation campaigncolbymchenry/codegraph: Pre-indexed code knowledge graph, auto …
tag release-notes
ai/agents (159), ai/llm-mechanics (141), cerebro/signal (110), x.com (71), github.com (70), github.blog (45), simonwillison.net (20), latent.space (18), producthunt.com (11), reddit.com (9), interconnects.ai (5), ai/saas (5), ai/tool-pairing (5), vibe-coding (5), anthropic.com (4), cli/tui (4), z.ai (3), docs.b.ai (2), huggingface.co (2), openai.com (2), claude (2)
Super excited to be interviewing @poteto, live, in ~48 hours on…Introducing Gemini 4 Argon – our new frontier model. It’s built…RT @ClaudeDevs: https://t.co/sRyO7OigQ7 is our new home for dev…https://t.co/sRyO7OigQ7 is our new home for developers building…
tag ai/tool-pairing
ai/saas (146), ai/agents (101), cerebro/signal (100), producthunt.com (86), reddit.com (48), github.com (41), x.com (33), github.blog (13), ai/llm-mechanics (9), vibe-coding (9), repo/trending (8), latent.space (5), cli/tui (5), release-notes (5), simonwillison.net (4), swipe.md (3), github/repo (3), github/search (3), swipe (3), swipe/issue (3), kimi.com (2), news.ycombinator.com (2), openai.com (2), launch (2), yc-launch (2)
m’kayCrawlRaven MCPGitBotComposioHQ/awesome-claude-skills: A curated list of awesome Cla…
tag ai/saas
ai/tool-pairing (146), producthunt.com (117), cerebro/signal (108), ai/agents (88), github.com (35), x.com (27), reddit.com (26), latent.space (10), ai/llm-mechanics (10), vibe-coding (9), github.blog (8), repo/trending (8), release-notes (5), news.ycombinator.com (4), launch (4), yc-launch (4), yc/S26 (3), openai.com (2), cli/tui (2)
tag vibe-coding
ai/agents (129), repo/trending (94), cerebro/signal (84), github.com (71), reddit.com (43), x.com (32), producthunt.com (27), ai/llm-mechanics (17), ai/saas (9), ai/tool-pairing (9), cli/tui (9), release-notes (5), simonwillison.net (3), latent.space (2), swipe.md (2), swipe (2)
jambuildHow many of y'all non-developer vibecoders finally have configs…Not a full-time dev — I built and shipped a 3-language Android …(Showcase) tmux-companion – status bar + inbox for multiple Cla…
tag repo/trending
vibe-coding (94), ai/agents (92), github.com (80), cerebro/signal (67), x.com (18), reddit.com (15), ai/llm-mechanics (14), producthunt.com (12), ai/saas (8), ai/tool-pairing (8), cli/tui (4), latent.space (3), swipe.md (3), swipe (3), simonwillison.net (2), github/repo (2), github/search (2), swipe/issue (2)
jambuildcolbymchenry/codegraph: Pre-indexed code knowledge graph, auto …mksglu/context-mode: Context window optimization for AI coding …PSSA: A non-transformer language model written from scratch in …
tag cli/tui
ai/agents (33), cerebro/signal (31), github.com (21), reddit.com (19), producthunt.com (15), vibe-coding (9), ai/llm-mechanics (8), simonwillison.net (7), x.com (7), ai/tool-pairing (5), release-notes (4), repo/trending (4), ai/saas (2)
getting started with T3 Code has never been easier, excited to …(Showcase) tmux-companion – status bar + inbox for multiple Cla…Cf: The Agentic CLI for the Cloudflare API0.158.0
tag swipe
swipe.md (9), cerebro/signal (9), ai/agents (7), swipe/issue (5), swipe/tool (4), ai/tool-pairing (3), repo/trending (3), ai/llm-mechanics (2), vibe-coding (2)
Swipe: Agents that work while you sleepSwipe: Search the work your AI agents already didSwipe: Let an AI agent make your first video cutSwipe: Deployment made simple
tag github/repo
github.com (8), cerebro/signal (8), github/search (8), ai/agents (6), ai/tool-pairing (3), repo/trending (2)
Jakeschincariol/linkedin-agent-skill: Eleven free Claude skills…tech-leads-club/agent-skills: The secure, validated skill regis…Nutlope/hallmark: Anti-AI-slop design skill for Claude Code, Cu…mukul975/Anthropic-Cybersecurity-Skills: 817 structured cyberse…
tag github/search
github.com (8), cerebro/signal (8), github/repo (8), ai/agents (6), ai/tool-pairing (3), repo/trending (2)
Jakeschincariol/linkedin-agent-skill: Eleven free Claude skills…tech-leads-club/agent-skills: The secure, validated skill regis…Nutlope/hallmark: Anti-AI-slop design skill for Claude Code, Cu…mukul975/Anthropic-Cybersecurity-Skills: 817 structured cyberse…
tag launch
cerebro/signal (6), yc-launch (6), ai/agents (4), ai/saas (4), yc/S26 (4), github.com (2), news.ycombinator.com (2), ai/tool-pairing (2)
Launch HN: Vespper (YC F24) – SOTA Docx MCPLaunch HN: Skillsync (YC W26) – AI chat sessions made portable …Launch HN: Mireye (YC S26) – Infrastructure for Physical World …Launch HN: Hebbian Robotics (YC S26) – Build scalable robotics …
tag yc-launch
cerebro/signal (6), launch (6), ai/agents (4), ai/saas (4), yc/S26 (4), github.com (2), news.ycombinator.com (2), ai/tool-pairing (2)
Launch HN: Vespper (YC F24) – SOTA Docx MCPLaunch HN: Skillsync (YC W26) – AI chat sessions made portable …Launch HN: Mireye (YC S26) – Infrastructure for Physical World …Launch HN: Hebbian Robotics (YC S26) – Build scalable robotics …
tag swipe/issue
swipe.md (5), cerebro/signal (5), swipe (5), ai/agents (4), ai/tool-pairing (3), repo/trending (2)
Swipe: Agents that work while you sleepSwipe: Search the work your AI agents already didSwipe: Let an AI agent make your first video cutSwipe: Deployment made simple
github.com (4), cerebro/signal (4), ai/agents (2), ai/llm-mechanics (2), developer/mattpocock (2)
b-nnett/codex-subscription-routersimonw/llm: Access large language models from the command-linemattpocock/harness-claude-code-usage-repro: Repro: @ai-sdk/harn…mattpocock/skills: Skills for Real Engineers. Straight from my …
tag swipe/tool
swipe.md (4), cerebro/signal (4), swipe (4), ai/agents (3), ai/llm-mechanics (2)
tag yc/S26
cerebro/signal (4), launch (4), yc-launch (4), ai/saas (3), github.com (2), ai/agents (2)
Launch HN: Mireye (YC S26) – Infrastructure for Physical World …Launch HN: Hebbian Robotics (YC S26) – Build scalable robotics …Launch HN: Almanac (YC S26) – AI that knows your companyLaunch HN: OneCLI (YC S26) – OSS sandboxed agent harness for te…
tag claude
x.com (2), release-notes (2)
You should basically never use Fable for coding, but instead us…Okay but seriously, where the hell is Fable? https://t.co/qwgwO…Clarification for Sonnet and All Models
cerebro/signal (2)
upcoming playlist youtube:- building a production grade general…davila7/claude-code-templates: CLI tool for configuring and mon…
github.com (2), cerebro/signal (2), github/cracked-dev (2)
mattpocock/harness-claude-code-usage-repro: Repro: @ai-sdk/harn…mattpocock/skills: Skills for Real Engineers. Straight from my …
tag ai/safety
No connection clears the edge-weight floor.
tag context-window
No connection clears the edge-weight floor.
Failure modes that are invisible in any single turn: two weeks …
tag design-ai
No connection clears the edge-weight floor.
This 100%. My wife is a designer and a die hard fan of @figma B…
No connection clears the edge-weight floor.
tag developer/simonw
No connection clears the edge-weight floor.
simonw/llm: Access large language models from the command-line
tag repo/addyosmani/agent-skills
No connection clears the edge-weight floor.
addyosmani/agent-skills: Production-grade engineering skills fo…
No connection clears the edge-weight floor.
affaan-m/ECC: The agent harness performance optimization system…
tag repo/alirezarezvani/claude-skills
No connection clears the edge-weight floor.
alirezarezvani/claude-skills: 380 Claude Code skills & agent sk…
tag repo/b-nnett/codex-subscription-router
No connection clears the edge-weight floor.
tag repo/Jakeschincariol/linkedin-agent-skill
No connection clears the edge-weight floor.
Jakeschincariol/linkedin-agent-skill: Eleven free Claude skills…
tag repo/mattpocock/harness-claude-code-usage-repro
No connection clears the edge-weight floor.
mattpocock/harness-claude-code-usage-repro: Repro: @ai-sdk/harn…
No connection clears the edge-weight floor.
mattpocock/skills: Skills for Real Engineers. Straight from my …
tag repo/mukul975/Anthropic-Cybersecurity-Skills
No connection clears the edge-weight floor.
mukul975/Anthropic-Cybersecurity-Skills: 817 structured cyberse…
No connection clears the edge-weight floor.
Nutlope/hallmark: Anti-AI-slop design skill for Claude Code, Cu…
tag repo/simonw/llm
No connection clears the edge-weight floor.
simonw/llm: Access large language models from the command-line
domain github.com
ai/agents (203), cerebro/signal (138), ai/llm-mechanics (84), repo/trending (80), vibe-coding (71), release-notes (70), ai/tool-pairing (41), ai/saas (35), cli/tui (21), github/repo (8), github/search (8), github/cracked-dev (4), developer/mattpocock (2), launch (2), yc-launch (2), yc/S26 (2)
colbymchenry/codegraph: Pre-indexed code knowledge graph, auto …modelcontextprotocol/servers: Model Context Protocol ServersComposioHQ/awesome-claude-skills: A curated list of awesome Cla…heygen-com/hyperframes: Write HTML. Render video. Built for age…
domain x.com
ai/agents (186), ai/llm-mechanics (138), cerebro/signal (89), release-notes (71), ai/tool-pairing (33), vibe-coding (32), ai/saas (27), repo/trending (18), cli/tui (7), claude (2)
Super excited to be interviewing @poteto, live, in ~48 hours on…getting started with T3 Code has never been easier, excited to …Introducing Gemini 4 Argon – our new frontier model. It’s built…RT @NerdSnipePod: Opus 5.5 is so good it finally got us to agre…
domain reddit.com
ai/agents (187), ai/llm-mechanics (126), cerebro/signal (114), ai/tool-pairing (48), vibe-coding (43), ai/saas (26), cli/tui (19), repo/trending (15), release-notes (9)
How many of y'all non-developer vibecoders finally have configs…Not a full-time dev — I built and shipped a 3-language Android …Built a town of 200 AI people with Claude Code to test AI agent…(Showcase) tmux-companion – status bar + inbox for multiple Cla…
domain producthunt.com
ai/agents (119), ai/saas (117), cerebro/signal (103), ai/tool-pairing (86), vibe-coding (27), ai/llm-mechanics (26), cli/tui (15), repo/trending (12), release-notes (11)
domain github.blog
ai/agents (59), release-notes (45), cerebro/signal (28), ai/llm-mechanics (17), ai/tool-pairing (13), ai/saas (8)
HydraFusion in VS Code and the GitHub Copilot appClaude Sonnet 5.5 in GitHub CopilotAI-powered fuzzing with the GitHub Security Lab Taskflow AgentWhen chat is the wrong UI
domain latent.space
ai/llm-mechanics (29), ai/agents (28), cerebro/signal (20), release-notes (18), ai/saas (10), ai/tool-pairing (5), repo/trending (3), vibe-coding (2)
Why Dwarkesh is Wrong about Computer Use + How OpenAI shipped i…(AINews) Opus 5.5 is good at explainer videosClaude Code’s Next Era — Thariq Shihipar, AnthropicOpenRouter: from Seed to Stripe — with OpenRouter’s Alex Atalla…
domain simonwillison.net
ai/llm-mechanics (26), cerebro/signal (21), release-notes (20), ai/agents (19), cli/tui (7), ai/tool-pairing (4), vibe-coding (3), repo/trending (2)
Quoting Anthropic Frontier Red TeamClaude Sonnet 5.52026 in LLMs (so far)Note on 24th September 2026
domain openai.com
ai/agents (9), ai/llm-mechanics (7), cerebro/signal (7), ai/saas (2), ai/tool-pairing (2), release-notes (2)
Disrupting a coordinated model-distillation campaignAre you a Codex Original?Parallel cut research time and cost in half with GPT‑6 AstraHow invideo improves color grading 3x with GPT‑6 Astra
domain interconnects.ai
ai/llm-mechanics (13), cerebro/signal (5), release-notes (5)
Teaching Everyone to Fish for TokensGLM-5.3: How Chinese labs keep stride with the frontier5 useful things you'll learn in my new post-training textbook (…Claude Fable 5 and new AI safety fables
domain arxiv.org
ai/agents (8), ai/llm-mechanics (8), cerebro/signal (4)
Autonomous Mathematical Discovery in an Open-World Multi-Agent …Mold: A Massively Parallel LinkerAgentic Context Management: Memory and Cost as Architecture Pro…Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinki…
domain swipe.md
cerebro/signal (9), swipe (9), ai/agents (7), swipe/issue (5), swipe/tool (4), ai/tool-pairing (3), repo/trending (3), ai/llm-mechanics (2), vibe-coding (2)
Swipe: Agents that work while you sleepSwipe: Search the work your AI agents already didSwipe: Let an AI agent make your first video cutSwipe: Deployment made simple
domain anthropic.com
ai/llm-mechanics (5), release-notes (4), cerebro/signal (3), ai/agents (2)
Sonnet 5.5Claude Opus 5.5Claude Fable 5.1 and Claude Mythos 5.1Patterns and problems in emerging multi-agent systems
domain news.ycombinator.com
ai/saas (4), ai/agents (3), cerebro/signal (3), ai/tool-pairing (2), launch (2), yc-launch (2)
Launch HN: Skillsync (YC W26) – AI chat sessions made portable …Launch HN: Mireye (YC S26) – Infrastructure for Physical World …Ask HN: Who is using MCP in production?Show HN: Imba – I have spent 7 years creating a programming lan…
domain artificialanalysis.ai
ai/llm-mechanics (3), cerebro/signal (2)
Claude Opus 5.5 Intelligence, Performance and Price Analysis (M…Benchmarking Pocket-Scale InferenceOpus 5 is currently #1 on Artificial Analysis Intelligence Lead…
domain blog.cloudflare.com
ai/agents (2)
Cf: The Agentic CLI for the Cloudflare APICloudflare OS: an open platform for agents, apps, and workSmaller, faster, safer: running Kimi and GLM at scale
domain huggingface.co
ai/llm-mechanics (2), release-notes (2)
Qwen 3.8 27BLFM2.5 2.6B model competitive with 4x larger modelshttps://huggingface.co/collections/Qwen/qwen-agentworld
domain kimi.com
ai/agents (2), ai/tool-pairing (2)
https://www.kimi.com/code/consolehttp://kimi.com/code/consoleKimi K3: Open Frontier Intelligence
domain z.ai
ai/llm-mechanics (3), release-notes (3)
GLM-5.3-FlashGLM-5.3: Frontier Coding with Emergent Cyber Capabilitieshttp://z.ai/blog/glm-5.2
domain blog.modelcontextprotocol.io
ai/agents (2), ai/llm-mechanics (2)
domain cacm.acm.org
ai/llm-mechanics (2)
Now is the time to give LLMs access to the ACM digital libraryMechanistic interpretability researchers applying causality the…
domain claude.com
ai/agents (2)
Maximizing the value of your Claude Code sessionsAuto mode is now the default in Claude Code
domain danluu.com
ai/agents (2)
What's the best programming language for coding agents?Agentic coding notes from Galapagos Island
domain docs.b.ai
ai/agents (2), ai/llm-mechanics (2), release-notes (2)
https://docs.b.ai/llmservice/models/claude-opus-5.5https://docs.b.ai/llmservice/models/claude-sonnet-5/
domain primeintellect.ai
ai/llm-mechanics (2)
NanoGPT Speedrun FrontierPrime Agent: A self-improving RLM agent