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

G
Google Developers Blog
博客园 - 聂微东
J
Java Code Geeks
Engineering at Meta
Engineering at Meta
Jina AI
Jina AI
D
Docker
B
Blog
S
SegmentFault 最新的问题
宝玉的分享
宝玉的分享
D
DataBreaches.Net
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Y
Y Combinator Blog
N
Netflix TechBlog - Medium
月光博客
月光博客
F
Fortinet All Blogs
爱范儿
爱范儿
H
Help Net Security
腾讯CDC
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
WordPress大学
WordPress大学
The Cloudflare Blog
有赞技术团队
有赞技术团队
T
Tailwind CSS Blog
U
Unit 42

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
Why I stopped reading my own backlog.md (and what I read ...
Michel Faure · 2026-06-19 · via DEV Community

The morning my own file lied to me

Wednesday, May 21, start of session, coffee next to the keyboard. I ask the agent where we stand on the DEV.to series. Clean answer, articulated, "Four articles on stand-by, ready to publish." I reread. Half a second of unease, because I think I saw two or three of them go through DEV.to last week, but I slept in between and I'm no longer sure. I type the question that changes everything, "Are you sure articles remain to publish?" The agent re-queries the DEV.to API in parallel, opens scripts/devto/state.json, crosses the two. The four articles have been published for two or three days.

What I just read wasn't a hallucination. The agent did exactly what was expected of it, namely open articles/backlog.md, read the table, restitute what it said. I'm the one who had stopped updating that file. sync-backlog.ts hadn't run after the pushes of last week. The markdown said "stand-by" while production said "published". The typist didn't lie. She read faithfully a file I had written myself and that I was treating as authority while nothing was maintaining it.

A summary is a Cache without a refresher

This is the most common failure mode of a solo project that lasts. Each day produces two flows. On one side the matter that moves, made of commits, deploys, rows in the database, statuses that transition. On the other side the writings we draft to keep our bearings, namely backlog.md, the root MEMORY.md, the Sunday-night session note, the README of the folder we refactored last week. These writings are produced quickly, in the gesture that closes a sprint, and they are maintained slowly, or not at all, because nothing in the pipeline triggers to close them.

R6 of the Counterpart Toolkit says it for SQL columns, Live / Snapshot / Cache mandatory. Any column derivable from other data must declare its category in the commit that creates it. If it's a Cache, the refresher mechanism (GENERATED ALWAYS AS, SQL trigger, materialized view with planned REFRESH) ships in the same commit. No category declared, no commit.

backlog.md is exactly the same logical object. Its value is derivable from state.json plus a few editorial constants. sync-backlog.ts is its applicative trigger. Without a call, the Cache drifts.

What I read instead

R2, Filesystem over summary, codifies the gesture since May 15. Before any status report, four shell commands, in this order. The markdown comes last, and it comes as draft thinking, never as a source.

git log --since='7d' --oneline
git status --porcelain
ls docs/adr/ | wc -l
cat scripts/devto/state.json | jq 'to_entries|map(select(.value.published))|length'

The result reads in three seconds. If something surprises me, a commit I had forgotten or one more ADR than memory expected, I dig there, not in backlog.md. When I do read the markdown, I read it with the implicit question "who updated it, when", and if the answer doesn't come out of git log in fifteen seconds, I treat it as rotten Cache.

Coda

A summary that doesn't say when it was produced, and by what mechanism, says nothing. Either you declare its refresher in the commit that creates it, be it a script, a trigger, a cron, and it lives as a managed Cache, or you stop treating it as a source and it goes back to being a draft. R6 says the rule for the database. R2 says the same rule for the writings you address to yourself. An agent that opens backlog.md before git log is not a bad agent, it's an agent that faithfully executes a human gesture that should have been forbidden upstream. The morning of May 21, it wasn't the agent that lied to me, it was my own typist who, the night before, hadn't closed the note.


Counterpart Toolkit v0.7, rule R2 — Filesystem over summary. Extracted from R1 in v0.4.1, promoted in its own right. Current version of the toolkit lives in CC-BY-4.0 on github.com/michelfaure/doctrine-counterpart.