Radar · 2026-07-21

What's moving through AI, ranked by lead time.

Radar is an hourly index of what's moving through the AI ecosystem, ranked by where each story sits on the lead-time gradient: papers become repos become community threads become analysis. The earlier a story is caught, the more head start you have before the crowd. Every row carries its receipts — which source saw it first, how many independent sources have it, how long ago — so the ranking explains itself. It's the public face of the same pipeline that feeds Vlad's Newsletter.

frozen 21 Jul 2026, 23:15 UTC · 67/78 feeds live · 16,401 tracked since 12 Jun

Lead-time spectrum
flow, last 24h · 0 dark
358
Papers
6
Repos
298
Community
44
Analysis

706 stories entered the watched feeds in the last 24 hours — 358 in papers, 6 in repos, 298 in community, 44 in analysis. The scored board skews to Community (39 of 40). 3 stories are heating across independent sources, and the median lead across the ledger's 18 observed fires is 5h — measured, not estimated. Freshest receipt, 1h ago: caught in Hacker News front 2h before OpenAI News carried it. The oldest survivor has held the board for 8h.

40
on the board
3
heating
40
new on board
5h
median lead
Latest fires — measured lead
  1. Community → Analysis +2h lead Hacker News front first · then OpenAI News 1h ago
    OpenAI and Hugging Face partner to address security incident
  2. Papers → Community +2h lead HF Daily Papers first · then Hacker News front 4d ago
    Qubes OS Security in the Public Record
  3. Papers → Community +20h lead arXiv cs.AI first · then Hacker News front 5d ago
    Mathematics of Data Science
  1. 1
    FreeInk: Open ecosystem for e-readers
    freeink.org
    Live Signal Community · 5h old · seen in 4 sources HEATING ×2
  2. 2
    Web-based Jujutsu revset explorer & debugger
    juju.bi
    Live Signal Community · 5h old · seen in 2 sources HEATING ×2
  3. 3
    Show HN: Pure PHP server 10x throughput vs NGINX+FPM now supports sockets, rooms
    github.com
    Live Signal Community · 12m old · via Show HN
  4. 4
    Show HN: An interactive game of British Columbia
    bigfootsbc.ca
    Live Signal Community · 12m old · via Show HN
  5. 5
    Show HN: Superserve – Firecracker microVM sandboxes for long-running AI agents
    superserve.ai
    Live Signal Community · 18m old · via Show HN
  6. 6
    Bringing the modern web to the original iPad mini
    seg6.space
    Live Signal Community · 30m old · via Lobsters
  7. 7
    An Engineer's Guide to USB Type-C [pdf]
    ti.com
    Live Signal Community · 30m old · via Hacker News front
  8. 8
    Show HN: Curate links and turn them into a public website or email newsletter
    curatekit.com
    Live Signal Community · 30m old · via Show HN
  9. 9
    The Value of Domain Knowledge in Software
    gustavwengel.dk
    Live Signal Community · 42m old · via Lobsters
  10. 10
    Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
    fireworks.ai
    Live Signal Community · 42m old · via Hacker News front
  11. 11
    Show HN: Atlas – Local Dependency Graph
    atlas-repo-wu76.vercel.app
    Live Signal Community · 1h old · via Show HN
  12. 12
    Show HN: Computable – Buy, sell, and redeem GPU for the exact weeks you want
    getcomputable.com
    Live Signal Community · 2h old · seen in 2 sources
  13. 13
    Show HN: Brookmd – streaming Markdown renderer in Rust (web, RN, Swift and more)
    github.com
    Live Signal Community · 2h old · via Show HN
  14. 14
    OpenAI Models Behind HuggingFace Cybersecurity Incident
    lesswrong.com
    Live Signal Community · 2h old · via LessWrong
  15. 15
    v2.1.217
    github.com
    Live Signal Repos · 2h old · via Claude Code releases
  16. 16
    Show HN: Faceblind – In-browser only video face blurring
    kmcheung12.github.io
    Live Signal Community · 2h old · via Show HN
  17. 17
    Show HN: A platform for objective developer skill assessment (MVP)
    skillhacker.io
    Live Signal Community · 2h old · via Show HN
  18. 18
    Gemini last models: temperature, top_p, and top_k are deprecated and ignored
    ai.google.dev
    Live Signal Community · 2h old · via Hacker News front
  19. 19
    Show HN: Machinations – a multiplayer strategy game where LLM is the game master
    machinations.tpk.gg
    Live Signal Community · 2h old · via Show HN
  20. 20
    Show HN: StarSkew, a privacy-light Amazon review analyzer (starskew.com)
    starskew.com
    Live Signal Community · 2h old · via Show HN
  21. 21
    Show HN: I built a chat client that uses embeddings to cluster messages by topic
    llmtrail.com
    Live Signal Community · 2h old · via Show HN
  22. 22
    Show HN: RockCode – an unofficial macOS desktop client for the Grok CLI
    github.com
    Live Signal Community · 2h old · via Show HN
  23. 23
    "Drawing" the Mona Lisa with GPT-5.6, Claude, Gemini, and Grok
    tryai.dev
    Live Signal Community · 2h old · via Hacker News front
  24. 24
    WeirdChat: A catalog of unexpected AI behaviors, discovered automatically
    lesswrong.com
    Live Signal Community · 2h old · via LessWrong
  25. 25
    A digestion of the Jacobian conjecture counterexample
    terrytao.wordpress.com
    Live Signal Community · 2h old · via Hacker News front
  26. 26
    Show HN: RootBadger – a modern Usenet-style discussion platfor
    rootbadger.com
    Live Signal Community · 2h old · via Show HN
  27. 27
    Show HN: Browser Tools SDK – an optimal browser harness for agents
    libretto.sh
    Live Signal Community · 2h old · via Show HN
  28. 28
    Show HN: Unified workspace where AI knows your business
    zetadeck.com
    Live Signal Community · 2h old · via Show HN
  29. 29
    Show HN: Meltbox – where your agents send you briefs
    meltbox.ai
    Live Signal Community · 2h old · via Show HN
  30. 30
    Claude Is Not a Compiler
    blog.exe.dev
    Live Signal Community · 8h old · seen in 2 sources HEATING ×2
  31. 31
    Show HN: Chalk: a Mac app for technical diagrams with a built-in MCP for Claude
    chalk.appkit.studio
    Live Signal Community · 3h old · via Show HN
  32. 32
    Your Agentic Workflow's Cache Keepalive Costs 8x Too Much
    blog.mempko.com
    Live Signal Community · 3h old · via Lobsters
  33. 33
    Show HN: Dotflowy, the open source Workflowy alternative [video]
    youtube.com
    Live Signal Community · 3h old · via Show HN
  34. 34
    Show HN: Orate – On-device neural text-to-speech queue for Mac
    orate.to
    Live Signal Community · 3h old · via Show HN
  35. 35
    Show HN: Claude Code built my ESP32 and fixed its UI by looking at a webcam
    github.com
    Live Signal Community · 3h old · via Show HN
  36. 36
    Show HN: Claude Bucks – a wallet for your AI agent
    github.com
    Live Signal Community · 3h old · via Show HN
  37. 37
    Show HN: Use your flight-SIM gear as a Codex Micro
    github.com
    Live Signal Community · 3h old · via Show HN
  38. 38
    Show HN: TunD. Make friends' PCs appear on the same VLAN
    github.com
    Live Signal Community · 3h old · via Show HN
  39. 39
    Show HN: SciStudio: organize chaos data analysis pipelines with workflow runtime
    scistudio.io
    Live Signal Community · 3h old · via Show HN
  40. 40
    Show HN: MindCache – An open-source agentic memory system for LLMs
    github.com
    Live Signal Community · 3h old · via Show HN

How Radar works

The gradient. Stories travel through the AI ecosystem in a rough sequence: they appear first in papers (arXiv, Hugging Face) or repos (GitHub), then surface in community discussion (Hacker News, Lobsters, LessWrong), then get interpreted in analysis (operator newsletters and essays). Radar ranks by where a story sits on that gradient. The earlier it is caught, the more lead time you have before it reaches consensus. The spectrum at the top of the page shows the last 24 hours of that flow — every story that entered the watched feeds, counted at the station where it first appeared.

The score. Each story gets a recency-decayed signal score. Every source tier carries a weight and a half-life, so live signal moves fast and fades fast while analysis sources move slowly and stay relevant longer. A story scores higher when two or more independent source families carry it — corroboration, not popularity, which is why five feeds of the same site count once. A small bonus applies when a story has visibly climbed the gradient. Stories past their tier's maximum age expire from the board.

Heating and lead time. A story is heating when it has surfaced in two or more independent source families. When the same story is observed first at an earlier stage and later at a higher one, Radar records the gap in hours — for example, seen on arXiv fourteen hours before it reached the Hacker News front page. That gap is the reader's lead time, and it is a measured span, never an estimate.

The honesty rule. Every value on this page is an observed fact from the feed log — which source carried a story, when, and how many. Radar makes no claim about what a story means; that is the newsletter's job. When a reading does not exist yet — no stories heating, nothing upstream — the page says so rather than inventing one.

How to read a row
The spectrum band
A filled flame tick is an early, lead-time-rich stage; a hollow tick is a later stage; a hollow ring on an empty span is a station with nothing on it yet.
Signal class
The tier chip: Live Signal moves fast and decays fast; analysis sources stay relevant longer. The ranker weights each accordingly.
heating
The same story in two or more independent source families — not two feeds of one site.
seen in / via
How many families carried it, or the single source that did.
The radar, dated
Radar shows what's moving. The newsletter tells you what to do about it.

Once a week, the operator read on what actually changed and the move it calls for. No digest, no hype.

Read the newsletter →
Stay close

The next edition lands when this list says it does.

No course. No paywall. Operator playbooks weekly. 10K+ subscribers.