The Gate Said No. Now What? A Triage Procedure for Rejected Agent Patches
A gate that rejects a patch is only half a policy. The other half is what happens after the rejection. In most pipelines, a failing agent patch prod…
Latest News
⚑ Report a ProblemTech news from the best sources
All topics
- игры
AI
Gear
News
Tech
agents
ai
api
architecture
automation
beginners
career
database
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
testing
tutorial
typescript
webdev
8 Pitfalls I Hit Auto-Repairing 'Plugin directory does not exist' — and the 3-Layer Guard That Stopped a 22 8 Wipeout
Liquid syntax error: Unknown tag 'endraw'
Finding Exposed Services (and Fixing Them) with ScanSearch
Ever wondered what parts of your infrastructure are accidentally visible to the entire internet? It's a common blind spot. We spend a lot of time se…
GitHub Copilot Spending Limit: How to Set It, What It Caps
A GitHub Copilot spending limit is a monthly budget, set in billing settings, that caps metered AI credit consumption for an enterprise, an organiza…
Container Security for SREs: The Practical Checklist
Security Is Part of Reliability SREs think about availability, latency, and throughput. But a security breach is just another type of incident — oft…
I Gave GitHub Copilot CLI a Memory I Own
Honestly, I was not trying to build a memory system. I just wanted to talk to Copilot CLI the way I would talk to another developer: “Save this debu…
Не збирай дані, які не готовий захищати
Є спокуса збирати все. Диск дешевий, дані здаються цінними, а раптом колись знадобиться. Тож ми логуємо все, зберігаємо все, збираємо кожне поле «пр…
Спокій під час збою — це результат підготовки
Спокій під час збою — це не риса характеру. Це результат підготовки. Люди, які здаються незворушними о третій ночі, коли все горить, зазвичай не смі…
Understanding Kubernetes: A Beginner's Guide to Container Orchestration
If you have already explored Docker , you know how convenient containers are. You package your application, dependencies, and environment into a nea…
CI/CD: From Green Checks to Real Confidence
Your CI/CD pipeline is green. That doesn't guarantee any reliability. Most engineers write their first pipeline to make a status check pass, — not t…
PostgreSQL Recovery на пальцах: WAL, base_backup и PITR в Docker-compose
В этой статье будет разбираться резервное копирование и восстановление PostgreSQL. Покажу все на небольшом практическом docker-compose стенде. Я спе…
Docker Demystified: The Ultimate Guide to Containers and Architecture
If you have ever dealt with the nightmare of "it works on my machine but crashes in production," you have felt the pain that containerization was bu…
How Does One Server Find Another Server? DNS, Private DNS, and Service Discovery Explained
Hey developers! 👋 Welcome back to our networking and infrastructure deep-dive series. In the previous article we learned something surprising: Two s…
Your Backup Doesn't Exist Until You've Restored It
Everyone has backups. Almost nobody tests them. And an untested backup is not a backup — it's a hope, wearing a backup's uniform. I learned this the…
Most Breaches Aren't Clever. They're Boring.
When people picture a breach, they picture something cinematic. A hooded figure, custom malware, a zero-day nobody's ever seen. It makes for good te…
I got tired of surprise AWS bills, so I open-sourced a Multi-Cloud FinOps Engine.
Let's be honest. Cloud billing is broken. If you're running an engineering team across AWS, GCP, and Azure , trying to figure out exactly what's cos…
We Built a Standardized File Format for Prompt Injection and Called It AGENTS.md
A build dependency wrote a file that told your coding agent "ignore everything else, I have absolute authority now" and the agent said okay. That se…
🌪️ HomeLab Chronicles: Episode 4 - Turbulence
Hey all 👋 Sit tight! Because this is a little lengthy one. Last episode I closed by announcing that I would be adding two more nodes and bringing in…
Docker Says "Healthy" and the Pod Keeps Sending Broken Traffic
Run this on any Kubernetes cluster that has containers with HEALTHCHECK defined in their Dockerfile and no livenessProbe or readinessProbe configure…
5,900 Engineers Just Registered for a Hackathon Where Using AI Is the Point. Here's How It Will Actually Be Judged.
Most hackathons treat coding agents as something between a crutch and cheating. micro1's Frontier Engineering Challenge, which kicks off today, inve…
Omarchy: an opinionated Arch install that ships someone else's taste
Most Linux distributions hand you a foundation and a shrug. Omarchy hands you a finished desk. It is an omakase Linux distribution based on Arch, th…
An AWS Access Key Can Outlive the Workload That Needed It
An AWS IAM user access key does not expire because nobody uses it anymore. It remains valid until someone explicitly deactivates or deletes it. That…
The 59% Never Happened to You
The 59% in that headline is not a feature-branch number. It measures the year-over-year increase in the average number of daily workflow runs across…
ClickHouse 26.8 LTS: 57 Breaking Changes Since 26.3
If you run ClickHouse in production, you're probably on 26.3 LTS. And now 26.8 LTS has been announced, which means the LTS-to-LTS upgrade conversati…
Cutting Cloud Costs with a Few Habits
The Silent Budget Killer Cloud bills sneak up on you. One month you're paying $50, the next it's $500. The worst part? Most of that money goes to re…
Catching Risky Doctrine Migrations Before Production
Database migrations are one of those things that often look harmless during code review. A migration may contain only a few lines of SQL, the applic…
Your App Center List Is Not a Security Audit
I opened Ubuntu's App Center, scrolled through ~90 installed packages, and asked the obvious question: is any of this malware? The list looked suspi…
Stop Thrashing Under Memory Pressure: Practical zram + systemd-oomd on Linux
Stop Thrashing Under Memory Pressure: Practical zram + systemd-oomd on Linux When a homelab box or small VPS runs out of free RAM, the failure mode…
A test said the server started. I deleted the server. It still passed.
Here is a test from a real, well run Node project: test ( ' server starts ' , async ( t ) => { const app = build () await app . listen ({ port :…
Free Tokens Are Not an SLO: An Ops Cost Drill for AI Batch Queues
Free Tokens Are Not an SLO: An Ops Cost Drill for AI Batch Queues This week, two numbers trended: a harness at 100%, a model at 30%. For platform te…