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A
Hi, Adam
—
beam
[ABOUT_BEAM//SIGNAL_FEED_v1]

beam is a live[ALERT_ID: STREAM_OPEN]
signal feed for the AI tooling ecosystem.

Think of it as a stock terminal for the libraries, models, and tools that ship every day. Nine signals, fused into one ranking. Refreshed daily. Free to read.

  • ACCEL
  • NEW
  • STABLE
  • STALL
  • DYING
  • HEAT_LEGEND // 5_CLASSES
[01//WHY]

The feed got too loud.

6
LAUNCHED
HN, yesterday
12
LAUNCHED
Product Hunt, same day
40
CHECKPOINTS
HF, this week

You cannot read them all. You should not have to. Most will not matter in three months. A few will define the next year. The hard part is telling which is which before everyone else figures it out.

beam is the screen that helps you do that.

[02//METHOD]

Stars are vanity. Upvotes too. Either one alone is just popularity, and popularity rewards the loudest, not the best. beam fuses nine signals into one ranking.

IDXSIGNALCLASSDESCRIPTIONUNIT
  • 01GitHub velocityACCELCommits, contributors, issue close rate.commits/dCommits, contributors, issue close rate.
  • 02Package adoptionACCELnpm, PyPI, install counts over time.installs/wknpm, PyPI, install counts over time.
  • 03Research citationsSTABLEarXiv mentions tracked across weeks.cites/wkarXiv mentions tracked across weeks.
  • 04Community sentimentNEWHN and Reddit, weighted by thread quality.threads/dHN and Reddit, weighted by thread quality.
  • 05Funding eventsNEWRounds, grants, acquisitions.events/moRounds, grants, acquisitions.
  • 06Maintainer cadenceSTABLEHow regularly the core team ships.releases/moHow regularly the core team ships.
  • 07Fork-to-star ratioSTABLEBuilders forking versus drive-by stars.ratioBuilders forking versus drive-by stars.
  • 08Issue resolution speedSTALLHow quickly real problems get closed.hrs/issueHow quickly real problems get closed.
  • 09New-contributor flowACCELFirst-time PRs landing each week.PRs/wkFirst-time PRs landing each week.

// PULSE_RULE: when three or more of these spike inside 72 hours, that is a Pulse signal. You see it on the dashboard before it shows up in your timeline.

[03//SURFACES]

Eight screens. Each does one thing.

[SURFACES // 08_TOTAL]
  1. 01
    Pulse→ /pulse

    Today's movers and a morning briefing in plain English. Start here.

  2. 02
    Map→ /map

    Three thousand tools laid out by niche, sized by velocity. Pan around and watch the field shift week to week.

  3. 03
    Analytics→ /analytics

    The quant view. Distribution, scatter, sankey, concentration. For when you want to argue with the numbers.

  4. 04
    Activity→ /activity

    Every commit, release, and citation in the order it happened. Bloomberg-style tape.

  5. 05
    Best for→ /best

    Opinionated picks per niche. “If you need an agent framework right now, this is the call we'd make.”

  6. 06
    Orgs→ /orgs

    Who's actually shipping. Sortable by output, not headcount.

  7. 07
    Watchlist→ /watchlist

    Pin the ones you care about. We'll surface their movements first.

  8. 08
    Compare→ /compare

    Up to four tools side by side. Decide in two minutes instead of two hours.

[04//AUDIENCE]

Who reads this.

  • PROFILE_01
    Indie builders

    deciding which library to bet six weeks of work on.

  • PROFILE_02
    Founders

    watching adjacent niches for moats forming.

  • PROFILE_03
    Researchers

    chasing what's actually getting picked up versus cited once and forgotten.

  • PROFILE_04
    Investors

    who want a daily read on where developer attention is moving.

// MATCH_CRITERION: if you have ever opened twelve tabs to figure out whether a tool is getting traction or just going viral, beam is for you.

[05//NOT]

What beam isn't.

  • [REJECT_01]
    Not a launchpad.

    // Nobody pays to be listed. Nobody pays to rank higher. You cannot buy a Pulse signal.

  • [REJECT_02]
    Not a directory.

    // We do not list every tool. We track what builds enough velocity to matter, and drop tools when the signal goes cold.

  • [REJECT_03]
    Not a hot-takes feed.

    // The numbers are the take. You decide what to do with them.

[06//HONEST]
//We classify, we don't predict. A signal means developers are moving here. It does not mean this will win. The market still gets to vote.
  • [REFRESH]

    Index refreshes daily. Most day-to-day change is noise. Look at 7-day trends for signal.

  • [SOURCES]

    Public APIs, public sentiment, public funding data. No scrapers behind logins. No off-record tips.

  • [PRICING]

    Free for now. Money comes from a paid feed to VC scouts and platform partners. The dashboard you are using stays open.

[07//GO]

That's it.

  1. 01 // Open Pulse.
  2. 02 // Pin three things to your watchlist.
  3. 03 // Come back tomorrow and see what moved.
[ OPEN_PULSE→ /pulse ]
BEAM_v1SIGNAL_FUSION_ACTIVE9_INPUTS72H_PULSE_WINDOWSTREAM_OPEN
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