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Frontier AI PM Radar

A daily radar that sweeps frontier-lab blogs, arXiv, GitHub, Hugging Face, Hacker News, Reddit, product-engineering blogs, newsletters and the open web (including X and LinkedIn, via Claude's web search). It keeps the best few items, sorts them into ten categories, and turns them into a brief you can read in 20 minutes, plus a LinkedIn draft.

The aim is to compound: one brief a day, one post a day, one concept a day, and over a year that builds the judgment of a top‑1% AI product manager.

Latest: 2026-10-21

  • (raw radar only today)

Last two weeks: 2026-10-21 · 2026-10-20

What lands every morning

Section What it is
Daily briefs The brief: TL;DR, 8–14 stories by category (what happened / why it matters / your PM move), a deep dive with a reusable framework and an interview question, trend signals, the concept of the day, a 15‑minute exercise, and flashcards
LinkedIn drafts A post draft with three hook options and a pre‑posting checklist
Knowledge base A running knowledge base: every featured item filed by category, newest first
Concept glossary Glossary of the concepts of the day
Flashcards (CSV, on the knowledge page) Every flashcard, ready to import into Anki (separator ;)
Weekly reviews Sunday review: what mattered, trend lines, a weekend build, and a long‑form post
Structured data (in the repo) The structured digest, for search or your own tools

Categories: Agents & Agentic Systems · Evals & Quality · Governance, Safety & Policy · Models & Capabilities · AI Product Design & UX · Infra, Cost & Latency · Research Frontier · Open Source & Dev Tools · Industry Moves & Strategy · PM Craft & Playbooks

How it works

collect (55+ feeds, page watchers, arXiv, HN, GitHub, HF, Reddit, optional X/LinkedIn via Apify)
  → dedupe against 90 days of history
  → pre-rank (source weight × popularity × PM-topic keywords, capped per source)
  → triage ~140 items with Claude Haiku 5.5 (0–10 score + category)
  → web scout: Claude Opus 5.5 + web search finds what the feeds missed
  → synthesize the top ~40 into the brief with Claude Opus 5.5 (structured output)
  → write markdown, update knowledge base + README, commit

It runs on GitHub Actions at 10:30 UTC every day (.github/workflows/daily.yml), and on Sundays it also writes the weekly review. If the Claude step fails, a raw ranked list is published so no day is lost.

Train with it