惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

S
Schneier on Security
L
LangChain Blog
博客园 - Franky
Microsoft Security Blog
Microsoft Security Blog
M
MIT News - Artificial intelligence
月光博客
月光博客
云风的 BLOG
云风的 BLOG
MongoDB | Blog
MongoDB | Blog
量子位
AWS News Blog
AWS News Blog
Jina AI
Jina AI
Webroot Blog
Webroot Blog
L
Lohrmann on Cybersecurity
Cisco Talos Blog
Cisco Talos Blog
Latest news
Latest news
Y
Y Combinator Blog
The GitHub Blog
The GitHub Blog
NISL@THU
NISL@THU
The Register - Security
The Register - Security
美团技术团队
博客园 - 三生石上(FineUI控件)
I
Intezer
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
N
Netflix TechBlog - Medium
H
Hackread – Cybersecurity News, Data Breaches, AI and More
T
The Exploit Database - CXSecurity.com
C
Cisco Blogs
Attack and Defense Labs
Attack and Defense Labs
S
Securelist
Know Your Adversary
Know Your Adversary
MyScale Blog
MyScale Blog
C
CERT Recently Published Vulnerability Notes
D
Darknet – Hacking Tools, Hacker News & Cyber Security
U
Unit 42
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
雷峰网
雷峰网
B
Blog
P
Privacy International News Feed
W
WeLiveSecurity
T
Threatpost
P
Palo Alto Networks Blog
O
OpenAI News
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
博客园_首页
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
Forbes - Security
Forbes - Security
K
Kaspersky official blog
Recent Announcements
Recent Announcements
A
About on SuperTechFans
B
Blog RSS Feed

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店 GitHub - EdoardoBambini/Agent-Armor-Iaga: AI agents are getting tool access — shell, file system, databases, APIs, secrets. But **nobody is governing what they actually do with it**. Frameworks like LangChain, CrewAI, AutoGen, and Claude Code give agents the power to execute. Agent Armor gives you the power to control, audit, and approve every single action before it happens. HN Vibes — Week 15, Apr 7–13 2026 GitHub - chojs23/ec: Easy terminal-native 3-way git mergetool vim-like workflow GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. GitHub - JakOb-dotcom/cloud-sandbox-security-analysis: Technical analysis and Proof of Concept (PoC) regarding environment variable exfiltration in containerized cloud sandboxes via side-channel data leaks. Springboards - Flint Alpha Show HN: A simpler coding agent harness GitHub - audiodude/sudomake-friends GitHub - 256thFission/mini-mythos: OSS clone of Anthropic’s Mythos harness to locate C/C++ memory vulnerabilities Show HN: OpenParallax: OS-level privilege separation for AI agent execution Hacker News Sorted - Chrome 应用商店 Show HN: How to Install Docker on Ubuntu 24.04 LTS: Complete 2026 Guide GitHub - himanshudongre/smriti GitHub - sverrirsig/claude-control: macOS desktop dashboard for monitoring and managing multiple Claude Code sessions GitHub - ory/dockertest: Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work. Chiral - Chrome 应用商店 Show HN: Two Claudes collaborating through shared memory on a $100 mini-PC GitHub - pmichaillat/latex-cv: Minimalist LaTeX template for academic CVs GitHub - oguzbilgic/posse: A web UI for Anthropic Managed Agents. GitHub - sshiraz/depsly: Dependency risk analysis tool for npm packages ABI Add safari/agent-harness — Safari browser automation via safari-mcp by achiya-automation · Pull Request #212 · HKUDS/CLI-Anything GitHub - Halfblood-Prince/trustcheck: Verify PyPI package attestations and improve Python supply-chain security GitHub - oguzbilgic/kern-ai: Agents that do the work and show it. GitHub - bruits/satteri: High-performance Markdown and MDX processing for the JavaScript ecosystem GitHub - tylergibbs1/feedstock: High-performance web crawler and scraper for TypeScript, powered by Bun and Playwright GitHub - Grimm67123/grimmbot: The self-improving sandboxed and open-source AI agent. With persistent memory and scheduling. GitHub - whitevanillaskies/whitebloom: Local whiteboard that blooms. GitHub - hwdsl2/docker-whisper: Docker image for a self-hosted Whisper speech-to-text server with speaker diarization and OpenAI-compatible transcription and translation APIs. Powered by faster-whisper. Supports all Whisper models, NVIDIA GPU (CUDA) acceleration, JSON/SRT/VTT output, SSE streaming, offline mode, and multi-arch (amd64, arm64). GitHub - yisding/reviewwiggum GitHub - MarwanAlsoltany/serrors: Structured errors for Go: sentinel hierarchies, typed data, custom formatting, and slog integration. GitHub - soatok/age-php GitHub - Luthiraa/markitme GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits GitHub - tombedor/excalicharts GitHub - wh1le/excalidraw-edit: Open and edit .excalidraw files from the terminal. Offline, auto-saves to disk. MalExt Sentry - Malicious Extension Scanner - Chrome 应用商店 GitHub - syi0808/asciianimesvg: Generate animated ASCII art SVGs from text. CLI, Rust library, WASM, and web editor. GitHub - zaina-ml/ml_forge: A visual-based graph node editor for training computer vision models. GitHub - anakin87/llm-rl-environments-lil-course: 🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models GitHub - takaakit/superpowers-uml: Superpowers-UML modifies Superpowers to ensure a software development workflow in which AI agents design through UML modeling. AdriByte Studio - Sviluppo Web e Soluzioni Digitali GitHub - chouligi/angel-copilot: Your personalized Angel Investment Advisor Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 GitHub - agenteractai/lodmem: Level Of Detail Context Management for Agents GitHub - ostefani/subnetlens: A fast, concurrent network scanner with a TUI and plain-text CLI, built in Go. It discovers live hosts on your network, scans their open ports, resolves hostnames, and fingerprints operating systems—delivered. Cyber Pulse: Agentic Intel - Apps on Google Play Whisper API: Self-Hostable Speech to Text Transcription The Agent-Web Protocol Stack: A Research Thesis GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Show HN: Provepy – A Python decorator that proves your code using Lean and LLMs Show HN: Pardonned.com – A searchable database of US Pardons GitHub - patrickdappollonio/dux: Dux is a terminal UI that lets you run multiple AI coding agents side by side, each in its own git worktree, with full companion terminals, macros, commit generation, and a command palette that knows more tricks than you do. kMC Crystal Simulator Show HN: HyperFlow – A self-improving agent framework built on LangGraph GitHub - stef41/vibescore: 🎵 Grade your vibe-coded project. One command, instant letter grade across security, quality, dependencies, and testing. GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. imgur.com GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. GitHub - nowork-studio/toprank: Open-source Claude Code skills for SEO, SEM, Google Ads GitHub - tacomanator/sash: Lightweight macOS menu bar app for reliably cycling through windows of the current application. Appents | Social Media Management for Product-First Teams GitHub - pnhoang/youtube-spam-blocker: Automatically detects and hides spam messages in YouTube Live chat. Set rate limits, keyword filters, and block repeat offenders. GitHub - decisionnode/DecisionNode: CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable. GitHub - AvaCodeSolutions/django-email-learning: An open source Django app for creating email-based learning platforms with IMAP integration and React frontend components. The $100K Gap in Kubernetes Security Tooling Function Calling Harness: From 6.75% to 100%
GitHub - hatsu38/ghtrack
hatsu · 2026-06-22 · via Hacker News: Show HN

English | 日本語

A GitHub Action that records the execution time of each workflow run into your gh-pages branch on every run.

The goal is to apply the real-time accumulation pattern of benchmark-action/github-action-benchmark to workflow / step duration instead of benchmark values.

How it works

Collects job / step duration of a workflow run and writes it as a per-run JSON file under data/<track-name>/<YYYY>/<MM>/<DD>/<run_id>-<attempt>.json on the gh-pages branch. A Chart.js-powered index.html is bundled at the branch root and the time-series charts are visible in the browser once GitHub Pages is enabled.

🌐 Live demo: https://hatsu38.github.io/ghtrack/ ← this repo's own dogfood

Usage

Add this Action to the end of any workflow in the repository. If the gh-pages branch does not exist, an orphan branch is created automatically on the first run. Each workflow's data goes under data/<workflow-file-basename>/ by default, so you can drop the Action into multiple workflows without configuring anything.

# .github/workflows/your-workflow.yml
name: build

on:
  push:
    branches: [main]

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v6
      - run: echo "build something"

  track:
    needs: build
    runs-on: ubuntu-latest
    permissions:
      contents: write   # required to push to gh-pages
      actions: read     # required to fetch workflow run / job APIs
    steps:
      - uses: hatsu38/ghtrack@main

Inputs

All optional. The intent is that defaults are enough to start accumulating data into your repo's gh-pages branch out of the box.

name default description
github-token ${{ github.token }} used to fetch workflow run / job data and to push to gh-pages. Requires contents: write
gh-pages-branch gh-pages branch where the data is accumulated
track-name workflow file basename (e.g. test.ymltest) directory name under data/. Must match [a-zA-Z0-9._-]+. Override this to split one workflow into multiple tracks (matrix shards, environments, etc.)

File layout on the gh-pages branch

gh-pages/
├── index.html
└── data/
    ├── manifest.json                   # workflow registry
    └── <track-name>/
        ├── index.json                  # run list for this track
        └── <YYYY>/<MM>/<DD>/
            ├── <run_id>-<attempt>.json # one file per run (the Entry)
            └── ...

Each per-run file is independent and append-only: a push never reads or modifies prior runs, so workflow run history scales linearly without hitting GitHub's createBlob size limit.

Schema

Per-run file (<track-name>/<YYYY>/<MM>/<DD>/<run_id>-<attempt>.json)

A duration_sec of null means the step is incomplete (because the run is observing itself, the final step of the track job is always recorded as incomplete).

Workflow index (data/<track-name>/index.json)

The dashboard uses runs[] to know which per-run files exist (GitHub Pages does not serve directory listings).

Manifest (data/manifest.json)

Accumulating from multiple workflows into the same repo

Each workflow automatically stores its data under data/<workflow-file-basename>/. You can drop the Action into multiple workflows without configuring track-name and the dashboard will display each workflow as a separate dataset.

Override track-name when you want to split one workflow into multiple tracks (e.g. matrix shards, environments):

- uses: hatsu38/ghtrack@<sha>
  with:
    track-name: e2e-shard-${{ matrix.shard }}

The dashboard reads the manifest, fetches each workflow's index.json, and renders a separate dataset per workflow. The Per-job chart uses ${workflow_file}::${job.name} as the key, so identically-named jobs (e.g. e2e_test) across multiple workflows do not get merged into one line.

Visualization (GitHub Pages)

On every run, the Action bundles index.html at the root of the gh-pages branch (auto-syncs if it changed). It loads Chart.js v4 + the date-fns adapter from a CDN (jsDelivr), reads ./data/manifest.json and each workflow's ./data/<track>/index.json, then fetches the per-run files that fall inside the active date range.

The default range is Last 30 days. Changing the range preset triggers an incremental fetch of any newly-needed per-run files (already-loaded ones are cached in memory).

Charts rendered per workflow:

  • Total duration per run: a line chart of each run's total_duration_sec
  • Per-job duration: a line chart with one dataset per job name. matrix permutations (name (N) / name (N, M) form) are aggregated under the base name by default, and max(matrix node duration) is shown for each run (the bottleneck node that determines wall-clock under parallel execution). A checkbox above the chart lets you expand the matrix into individual nodes (the setting is persisted in localStorage).

Light / dark theming follows prefers-color-scheme. Layout is responsive with viewport meta + max-width: 960px.

The dashboard UI defaults to English. When navigator.language starts with ja, labels and headings switch to Japanese automatically.

How to publish

  1. Make the repository public (or enable Pages on a GitHub Pro plan or higher)
  2. Settings → Pages:
    • Source: Deploy from a branch
    • Branch: gh-pages / /(root)
  3. After a few minutes, the charts appear at https://<owner>.github.io/<repo>/

If you only want to inspect the data, you can open https://<owner>.github.io/<repo>/data/manifest.json directly (and follow the listed paths).

Running locally

fetch() calls from index.html do not work when opened via file:// due to browser CORS policy (Chrome/Edge/Safari etc.). To check locally, check out the gh-pages branch and serve it via a local HTTP server:

# switch to the gh-pages branch (so index.html and data/* are at the root)
git switch gh-pages

# serve via any static server. With Node.js, npx is enough
npx serve .
# or
npx http-server -p 8000

Open http://localhost:<port>/ in the browser to see the same charts as production Pages.

Example (this repo's own dogfood)

Required permissions and notes

  • Always grant contents: write to the permissions: of the track job. Even when Repository Settings → Actions → Workflow permissions is set to "Read and write", declaring it explicitly in the workflow is recommended (so a Settings change does not silently break the action)
  • actions: read is also required on the track job (to call workflow run APIs)
  • Runs from fork PRs: GITHUB_TOKEN cannot write to the base repo, so the Action exits early with a core.notice and does not collect or push anything
  • Concurrent push contention: per-run files are append-only at unique paths, so they never conflict with each other. Only the per-workflow index.json is read-modify-write, and that small file is retried with exponential backoff + jitter (up to 10 attempts) when contended

Migration from the v1 single-file layout

If you have an existing gh-pages branch that used the previous data/<workflow>.json (entries[] aggregated) layout, run the one-shot migration script:

# 1. back up the old gh-pages on the remote
git fetch origin gh-pages
git push origin refs/remotes/origin/gh-pages:refs/heads/gh-pages-v1-backup
git push origin --delete gh-pages

# 2. check out the backup locally
git worktree add /tmp/ghtrack-v1 gh-pages-v1-backup

# 3. run the migration script (writes the v2 tree to a new dir)
node scripts/migrate-v1-to-v2.mjs /tmp/ghtrack-v1 /tmp/ghtrack-v2

# 4. push /tmp/ghtrack-v2 as the new gh-pages
cd /tmp/ghtrack-v2
git init -b gh-pages
git add .
git commit -m "chore(ghtrack): migrate to v2 per-run file layout"
git remote add origin <repo-url>
git push origin gh-pages

After step 4 the next ghtrack run will append in v2 mode without further changes. The gh-pages-v1-backup branch can be kept or deleted later.

Local development

pnpm install
pnpm typecheck
pnpm build   # bundle into dist/ (committed to the repo)

License

MIT