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GitHub seismograph — discoveries and growing interest

awslabs/aidlc-workflows

AI agentsTypeScript
Total stars
5,292
Today · UTC
+1since 22:37 UTC
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AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents

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About the project

AI-DLC turns AI coding assistants into structured software-delivery workflows with phases, agents, approval gates and an audit trail, running on Claude Code, Kiro, Codex CLI, Cursor, opencode and GitHub Copilot.

Useful for
  • Run a guided feature workflow with approval gates in Claude Code
  • Configure the same workflow engine for Cursor or Codex CLI
  • Track requirements, decisions and tests through an audited lifecycle

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

2.5 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 15, 2026, 23:34 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

050100July 19, 2026October 16, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-15 (UTC), 22:37–23:26: 5291 → 5292 stars (+1). This is the change over that interval.
  • Hacker News: “Aidlc: Adaptive workflow steering rules for AI coding agents” — 20 points, 16 h ago.
  • About 8 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 204. +32% versus the preceding 7 days.

Daily measurements · UTC
October 9, 2026
22
October 10, 2026
11
October 11, 2026
18
October 12, 2026
15
October 13, 2026
24
October 14, 2026
24
October 15, 2026
90

Largest measured day in the last 30 days: 90 · October 15, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 15, 2026, 23:33 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
5,292
Today
+1 star measured 2026-10-15, 22:37–23:26 UTC
Forks
954
Issues and pull requests
2,690
Watchers
50
Language
TypeScript
License
MIT-0
Latest release
v2.11.1-preview.20261013.1 · October 13, 2026
Created
November 13, 2025
Last push
October 16, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
Spotted in
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GitNova: 2.5
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