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

Microsoft Security Blog
Microsoft Security Blog
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
A
About on SuperTechFans
月光博客
月光博客
Jina AI
Jina AI
F
Fortinet All Blogs
博客园 - 聂微东
The Cloudflare Blog
美团技术团队
B
Blog RSS Feed
N
Netflix TechBlog - Medium
罗磊的独立博客
The GitHub Blog
The GitHub Blog
I
InfoQ
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Apple Machine Learning Research
Apple Machine Learning Research
H
Help Net Security
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
T
The Blog of Author Tim Ferriss
MyScale Blog
MyScale Blog
博客园 - 三生石上(FineUI控件)
宝玉的分享
宝玉的分享
阮一峰的网络日志
阮一峰的网络日志
V
V2EX

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
I built a service that turns GitHub PRs to customer reada...
Siddharth Mahajan · 2026-06-20 · via DEV Community

Siddharth Mahajan

Nobody reads your PR titles. Especially not your users.

You merge "fix: offset bug in pagination endpoint" and your PM asks, "so what shipped this week?" Now you're scrolling through GitHub, rewriting commit messages into something a customer would understand.

I got tired of that loop, so I built Shiplog — a Python CLI that reads your merged PRs and rewrites them into clean, grouped changelogs.

What it does

One command:

bash
pip install shiplog-cli
shiplog generate your-org/your-repo --days 30

It fetches your merged PRs, runs each through an AI transform, and outputs a changelog grouped by category — New, Improved, Fixed, Infrastructure.

A PR titled fix: pagination offset bug in list endpoint becomes:

▎ Fixed
▎ Pagination now returns correct results — Previously, navigating past the first page of list views could skip or duplicate items due to an offset calculation error.

How it works

GitHub PRs → Shiplog API → { category, title, body } → Markdown or JSON

  • Auto-detects your repo from git origin — no config needed
  • Skips bot PRs (dependabot, renovate) by default
  • Runs generations in parallel with automatic rate-limit retries
  • Outputs markdown or JSON, to stdout or a file

Quick examples

Auto-detect repo, last 14 days

cd your-project
shiplog generate --days 14

Specific repo, write to file

shiplog generate owner/repo --days 30 -o CHANGELOG.md

JSON output for feeding into other tools

shiplog generate owner/repo --format json

Transform a single PR without GitHub

shiplog single "Add dark mode support" --body "Adds theme toggle in settings"

Why not just use git log?

git log gives you developer context. Changelogs need user context. "Refactor auth middleware to use JWT validation" means nothing to a customer.
Shiplog rewrites it as something like:

▎ Improved
▎ Login sessions are now more secure — We upgraded how authentication tokens are validated, improving security without any changes on your end.

That's the gap it fills.

Try it

pip install shiplog-cli
shiplog generate --days 7

It works on any public repo without auth. For private repoKEN or gh auth token automatically.

Site: https://shiplog.arksoft.xyz

Would love feedback — what would make this useful for your workflow?