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Git Said It Succeeded. The State Said Otherwise.

Self-Correcting Systems1d ago • 7 min read

Git Said It Succeeded. The State Said Otherwise.

I keep finding git behaviours the same way: set up the case, run the command, then check the state I...

#git#testing#devops#productivity

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My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

Self-Correcting Systems1d ago • 8 min read

My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

On 2026-08-25 at 21:27 EDT I pushed this to self-correcting-integration-maintainer: fix: repair.....

#testing#architecture#codereview#devops

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Your Agent Planned the Right Tools. It Still Crashed the Machine.

Sergei Parfenov5d ago • 6 min read

Your Agent Planned the Right Tools. It Still Crashed the Machine.

PeakBench separates logical planning from physical scheduling. Eight frontier models could recover d...

#ai#llm#devops#mlops

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Half the Requests Wearing ChatGPT's Name Were Scanning Us for Secrets

Edward Izgorodin6d ago • 3 min read

Half the Requests Wearing ChatGPT's Name Were Scanning Us for Secrets

We finally opened Cloudflare's AI Crawl Control last week, mostly out of curiosity about which AI...

#ai#webdev#security#devops

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Your App Center List Is Not a Security Audit

Vicente G. Reyes3d ago • 5 min read

Your App Center List Is Not a Security Audit

I opened Ubuntu's App Center, scrolled through ~90 installed packages, and asked the obvious...

#linux#security#ubuntu#devops

1 0

Running Coding Agents in Parallel with Git Worktrees

Josep1d ago • 4 min read

Running Coding Agents in Parallel with Git Worktrees

One repo, one PC, several agents working at once - and the merge step is just git.

#git#ai#productivity#devops

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50 minutes from issue to merged fix: when the readers find the boundary you shipped past

pm25coder5d ago • 5 min read

50 minutes from issue to merged fix: when the readers find the boundary you shipped past

We published a postmortem about a token counter that drifted 50% and a safety net that never fired.....

#ai#llm#programming#devops

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Mastering Zero-Downtime Deployments with Laravel Deployer

Abiodun Paul Ogunnaike5d ago • 4 min read

Mastering Zero-Downtime Deployments with Laravel Deployer

How I achieved zero-downtime deployments using PHP Deployer for my Laravel app, and the critical...

#laravel#php#devops#deployer

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I Read 25 Release Pipelines Looking for One Bug. Four Had It.

Wahib EL KHADIRI5d ago • 4 min read

I Read 25 Release Pipelines Looking for One Bug. Four Had It.

A GitHub Actions expression is not a variable. It is pasted into your shell as text before bash ever...

#security#github#devops#cicd

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Your README Is a Lie Until Someone Else Runs It

Nabeel Hassan3d ago • 6 min read

Your README Is a Lie Until Someone Else Runs It

I run a small studio, which means every project I ship ends on the same question: can the client...

#devops#architecture#freelancing#devjournal

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I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC, E2EE and Serverless Architecture

nates.dev2d ago • 9 min read

I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC, E2EE and Serverless Architecture

I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC,...

#webdev#devops#showdev#architecture

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Six things reported green and were lying

Mahiro Hirakawa11h ago • 4 min read

Six things reported green and were lying

Red gets attention. It's loud, it blocks the merge, somebody looks at it. Green gets a glance and a....

#rust#testing#opensource#devops

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Kubernetes Orchestration Explained: Concepts, Tools & Best Practices

Elsie Rainee5d ago • 6 min read

Kubernetes Orchestration Explained: Concepts, Tools & Best Practices

Running one container is relatively simple. Running hundreds of containers across multiple servers,....

#kubernetes#devops#containers#cloudnative

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Deploy What Changed: Nx affected + Cloud Run + Workload Identity Federation

Dale Nguyen10h ago • 13 min read

Deploy What Changed: Nx affected + Cloud Run + Workload Identity Federation

A merge to main should ship the services that merge touched — and nothing else. Here is the whole...

#githubactions#googlecloud#devops#nx

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Migrate from SchemaSpy to SchemaCrawler Without Rewriting Your Runbooks

Sualeh Fatehi5d ago • 5 min read

Migrate from SchemaSpy to SchemaCrawler Without Rewriting Your Runbooks

Keep your familiar SchemaSpy command line while generating Git-friendly, AI-readable Google OKF data...

#database#devops#github#opensource

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A Stranger's Pull Request Almost Stole My Cloud Credentials. So Every CI Job Gets a Fresh microVM Now.

Dhruv malaviya2d ago • 4 min read

A Stranger's Pull Request Almost Stole My Cloud Credentials. So Every CI Job Gets a Fresh microVM Now.

My self-hosted CI runner was the least trusted machine I owned. Now every job runs in a disposable.....

#opensource#microvm#devops#cicd

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Your .mcp.json probably has a live API key in it

Wiktor Małyska3d ago • 3 min read

Your .mcp.json probably has a live API key in it

Nearly every guide to setting up an MCP server tells you to do this: { "mcpServers": { ...

#mcp#security#devops#ai

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Android Developer Verification hits Brazil on September 30

Amanda Gama1d ago • 5 min read

Android Developer Verification hits Brazil on September 30

Google's developer verification requirement starts enforcing in about a month, and Brazil is one of....

#android#reactnative#devops

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Kubernetes Beyond the Basics: 7 Concepts That Take You From Junior to Mid-Level

DevOps Daily6d ago • 9 min read

Kubernetes Beyond the Basics: 7 Concepts That Take You From Junior to Mid-Level

There is a plateau in learning Kubernetes. You reach it fast: you can write a Deployment, expose it....

#kubernetes#devops#sre#career

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Flaky Tests Persist Because Everyone Is Ignoring Them Rationally

Surendranath Reddy Jillella4d ago • 7 min read

Flaky Tests Persist Because Everyone Is Ignoring Them Rationally

You have done everything right. You made the economic case for automation and got the investment...

#testing#engineering#leadership#devops

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Docker Says "Healthy" and the Pod Keeps Sending Broken Traffic

Juan Torchia3d ago • 6 min read

Docker Says "Healthy" and the Pod Keeps Sending Broken Traffic

Docker's HEALTHCHECK is information, not a routing guarantee. If Kubernetes or Swarm isn't reading i...

#english#docker#devops#dockercompose

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148K estimated, 222K real: when the token counter drifts, the safety net goes silent

pm25coder6d ago • 5 min read

148K estimated, 222K real: when the token counter drifts, the safety net goes silent

Our agent's auto-compact was supposed to protect the context window. It shipped, it ran, and it neve...