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Asymptote-Labs/agent-beacon

The cross-harness, self-improving memory layer for AI agents. Join our community: https://discord.com/invite/zdNChS2fBu

#AI coding assistant#AI memory
Visit GitHub
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3.5k
312
6 contributors
MIT License
website
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Momentum

How fast Asymptote-Labs/agent-beacon is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 16 – Nov 15, 2026

Stars +3,051 in 61 days

0200400
358

Forks +275 in 61 days

0102030
28

Merged PRs 660 in 61 days

050100
65

Trendshift Trendingwhere the repository ranked each day it made the top 25

Top 25 in Go

436733585
Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26Nov 3Nov 11
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRsGo
Wed, Sep 16, 2026+4+14Not trending
Thu, Sep 17, 2026+1+020Not trending
Fri, Sep 18, 2026+0+02Not trending
Sat, Sep 19, 2026+1+010Not trending
Sun, Sep 20, 2026+1+021Not trending
Mon, Sep 21, 2026+358+2537#4
Tue, Sep 22, 2026+264+197#3
Wed, Sep 23, 2026+222+2024#6
Thu, Sep 24, 2026+201+212#7
Fri, Sep 25, 2026+49+528Not trending
Sat, Sep 26, 2026+27+62Not trending
Sun, Sep 27, 2026+41+71Not trending
Mon, Sep 28, 2026+36+613Not trending
Tue, Sep 29, 2026+49+41Not trending
Wed, Sep 30, 2026+14+10Not trending
Thu, Oct 1, 2026+8+30Not trending
Fri, Oct 2, 2026+13+20Not trending
Sat, Oct 3, 2026+10+03Not trending
Sun, Oct 4, 2026+12+20Not trending
Mon, Oct 5, 2026+4+340Not trending
Tue, Oct 6, 2026+15+29Not trending
Wed, Oct 7, 2026+8+18Not trending
Thu, Oct 8, 2026+8+02Not trending
Fri, Oct 9, 2026+4+00Not trending
Sat, Oct 10, 2026+6+23Not trending
Sun, Oct 11, 2026+8+038Not trending
Mon, Oct 12, 2026+9+23Not trending
Tue, Oct 13, 2026+4+010Not trending
Wed, Oct 14, 2026+3+031Not trending
Thu, Oct 15, 2026+1+126Not trending
Fri, Oct 16, 2026+0+315Not trending
Sat, Oct 17, 2026+2+01Not trending
Sun, Oct 18, 2026+4+02Not trending
Mon, Oct 19, 2026+4+01Not trending
Tue, Oct 20, 2026+264+2112#3
Wed, Oct 21, 2026+311+2818#3
Thu, Oct 22, 2026+203+1941#5
Fri, Oct 23, 2026+82+82Not trending
Sat, Oct 24, 2026+62+91Not trending
Sun, Oct 25, 2026+42+13Not trending
Mon, Oct 26, 2026+56+465Not trending
Tue, Oct 27, 2026+13+22Not trending
Wed, Oct 28, 2026+13+12Not trending
Thu, Oct 29, 2026+59+22Not trending
Fri, Oct 30, 2026+12+040Not trending
Sat, Oct 31, 2026+12+11Not trending
Sun, Nov 1, 2026+9+13Not trending
Mon, Nov 2, 2026+100+84#8
Tue, Nov 3, 2026+151+1516#5
Wed, Nov 4, 2026+49+04Not trending
Thu, Nov 5, 2026+23+49Not trending
Fri, Nov 6, 2026+50+20Not trending
Sat, Nov 7, 2026+25+211Not trending
Sun, Nov 8, 2026+14+28Not trending
Mon, Nov 9, 2026+11+515Not trending
Tue, Nov 10, 2026+15+04Not trending
Wed, Nov 11, 2026+11+314Not trending
Thu, Nov 12, 2026+20+014Not trending
Fri, Nov 13, 2026+16+05Not trending
Sat, Nov 14, 2026+15+10Not trending
Sun, Nov 15, 2026+22+00Not trending
Total+3,051+275660
  • 1#1 on the list
  • 7Rank that day
  • Not trending
1
  • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    Go

    Sep 23 – Nov 4, 2026#1 on 1 day

    #1#5#10#15#20#25
    Top 10
    Oct 2026Nov
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about Asymptote-Labs/agent-beacon, and every badge it has earned
    1. Nov 41 post
      • Beacon records coding-agent sessions from Claude Code, Cursor, Codex, OpenCode, Cline and 20+ other harnesses into one OpenTelemetry-based event format, then turns the corrections and debugging paths…

        Read full on X, posted by @CatMaster20000

        @CatMaster20000 · x.com

    2. Nov 32 posts
      • Why this is useful (and what to watch): Useful when you run multiple coding agents on the same repo and hate re-teaching the same fix. Watch: session traces can include secrets and private diffs —…

        Read full on X, posted by @KeyoAPI

        @KeyoAPI · x.com

      • 你在 Claude Code 里纠正过一次错,换个 Codex 窗口,它又犯。 开源记忆层 Beacon 能记下这次纠正,按你定的规则存成共享记忆,另一个 Agent 也能读到。 开源仓库: 按项目介绍,支持 Claude Code、Codex、Cursor、OpenCode 等 20 多个 Agent 运行框架。 原帖作者的四步,可以直接照着跑: 1、给 Claude Code…

        Read full on X, posted by @liangzhu_AI

        @liangzhu_AI · x.com

    3. Nov 22 posts3 posts
      • New coding session. Same problem. Start from zero. Beacon wants to break that loop. > memory for Claude Code, Codex + 20 more harnesses > 3K+ GitHub stars in 2 weeks > #1 on Product Hunt Free. Open…

        Read full on X, posted by @DataChaz

        @DataChaz · x.com

      • one of the hardest problems with AI agent memory is knowing when to forget. Beacon by @asymptotelabs is trying to solve this. imagine claude code fixes a bug, saves the solution, and another agent…

        Read full on X, posted by @byalexai

        @byalexai · x.com

      • join the launch:

        Read full on X, posted by @fmerian

        @fmerian · x.com

    4. 10 days earlier
    5. Oct 231 post
      • 🧠 Codex和Claude Code的经验也能互通? Asymptote 10月20日宣布融资550万美元。其开源Beacon汇总Codex、Cursor、Claude Code等20多种Agent的执行记录,支持复用调试经验。 开源版侧重记录;实时拦截是企业功能。想试吗? #AICoding #开源 #AIAgent

        Read full on X, posted by @T1doo_AI

        @T1doo_AI · x.com

    6. Oct 222 posts
      • 咱就是说,换个 Agent 就得把需求重新解释一遍,这不合理。记忆不该被锁死在一家厂商的生态里。Beacon 开源了,接 20+ 个 harness,把你干过的活蒸馏成技能和 MCP,换工具也不用从头再来。

        Read full on X, posted by @jwangkun

        @jwangkun · x.com

      • README 里写的几件事: 会话历史跨 harness 收集,不绑某一个工具。 整理出来的知识要先审过,以后的 agent 通过 MCP 或者 Agent Skills 去取。 主打本地优先,存成 JSONL。不过安装向导默认选的是 Beacon Cloud,想全留在本机要自己选 Local。

        Read full on X, posted by @Scott__D

        @Scott__D · x.com

    7. Oct 211 post
      • 换 AI 编程工具时最烦一件事:上下文全丢,又得重新交代一遍项目。 Asymptote Labs 开源了 Beacon:给 coding agent 用的记忆层。 · 能接 Codex、Cursor、OpenCode 等 20+ 工具的会话 · 本地优先,把修好的坑、工作流整理成可复用知识 · 换工具时不用从零再教一遍 公司刚拿了 550 万美元种子轮。我还没装,先记一笔,回头测。

        Read full on X, posted by @blueskoo

        @blueskoo · x.com

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