A Production-Ready Linux Backup Pipeline with restic + systemd timers
Backups are only useful if they are automated, verifiable, and restorable . In this guide, you’ll build a practical backup pipeline on Linux using: re...
Lyra1mo ago
11 C++ Libraries That Made My Code Look Way Smarter Than It Actually Is
The silent engines behind my automation projects that fooled everyone into thinking I’m a wizard Continue reading on CodeToDeploy »
Asim Nasir1mo ago
Your AI Agent Has Security Holes — Here's How to Find and Fix All of Them in Minutes
You spent weeks building your AI agent. You gave it a great system prompt, connected it to your data, and it works beautifully — until someone types:...
BotGuard1mo ago
AI ships of the future: How Saronic’s autonomous vessels work
We have self-driving cars, AI drones, robot tractors — so why are we still surprised that the ocean is next? Continue reading on CodeToDeploy »
Ankit1mo ago
Why MQTT Last Will Testament Isn't Enough for Production IoT (And What We Built Instead)
Why MQTT Last Will Testament Isn't Enough for Production IoT (And What We Built Instead) I spent 7 years building cloud backends — but when I tried co...
Anil Saithana1mo ago
Unit testing ESP-IDF components with GoogleTest (host-based)
I had been looking for a way to test ESP-IDF component logic without flashing to the board every time. The cycle of edit, flash, read serial gets old...
Aluizio Tomazelli Junior1mo ago
I Migrated My AI Agent from VPS to Mac Mini — 43 Cron Jobs Broke
TL;DR I run an autonomous AI agent called "Anicca" using OpenClaw . After migrating from Linux VPS ( /home/anicca ) to Mac Mini ( /Users/anicca ), all...
anicca1mo ago
Spec-Driven Development: Why MCP Is the Missing Integration Layer for Enterprise AI
Spec-Driven Development: Why MCP Is the Missing Integration Layer for Enterprise AI Hari Krishnan's recent InfoQ article on Spec-Driven Development at...
Jeff Cameron1mo ago
We Just Made an MCP Tool That Spawns Claude Code Sessions. Here's Why That Matters.
I’ve been building OpZero — an AI-native deployment platform that started as a way to get vibe-coded apps onto the internet without friction. Deploy f...
Jeff Cameron1mo ago
HTTP/3 on FreeBSD: Getting QUIC Working with nginx in a Bastille Jail
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blog.hofstede.it via fanf1mo ago
I built a system-wide tech dictionary because AI made me feel dumb
The moment that started it all A few months ago, I asked Claude to help me set up a deployment pipeline. It gave me a perfectly working config with ng...
Cengiz Selçuk1mo ago
Benchmarks Are Breaking: Why Many ‘Top Scores’ Don’t Mean Production-Ready.
Benchmark Quality Problems: Leakage, Instability, Weak Statistics, and Misleading Leaderboards We have all experienced this frustrating cycle. You rea...
Lamhot Siagian1mo ago
DoraHacks Hackathon Newsletter 2026 February
‣ Last Chance! BCH-1 Hackcelerator Bitcoin Cash · BCH | Dec.10, 2025 — Feb.26, 2026 (Extended) Register Now > RE{DEFINE} HACKATHON Starknet · Bitcoin...
DoraHacks1mo ago
Claude AI as Your Laravel Code Reviewer: Smarter PRs, Safer Deployments
Your team reviews 200 lines of code. Someone misses an N+1 query. It ships. Users feel it. Continue reading on Medium »
Sadique Ali1mo ago
Why I Replaced Legacy ETL Jobs with Cloud-Native Data Engineering Tools
Lessons from moving to Snowflake, BigQuery, and Redshift — and automating pipelines the right way Continue reading on Towards Data Engineering »
Michael Preston1mo ago
Evals Aren’t a One-Time Report: Build a Living Test Suite That Ships With Every Release.
Continuous evaluation in production (monitoring, regressions, evals in CI/CD) You finally shipped that generative AI feature, and the initial manual t...
Lamhot Siagian1mo ago
Accuracy Is Expensive: How to Evaluate ‘Quality per $’ for Agents and RAG
Cost/Latency-Aware Evaluation: Quality per Dollar, Token Efficiency, and Time-to-Answer Accuracy Is Expensive: How to Evaluate ‘Quality per $’ for Age...
Lamhot Siagian1mo ago
Understanding Node Affinity & Pod Affinity in Kubernetes
When running workloads in Kubernetes, scheduling decisions are critical. Continue reading on Medium »
Pankaj Aswal1mo ago
Anthropic Told the Pentagon No. Now the Pentagon Wants to Destroy Them.
In January, U.S. special operations forces captured Venezuelan dictator Nicolás Maduro. An AI model helped process intelligence and analyze satellite...
Moth1mo ago
Detecting Flaky Tests in CI/CD Using Machine Learning: A Research Approach
Detecting Flaky Tests in CI/CD Using Machine Learning: A Research Approach The Problem In modern CI/CD environments, automated tests are expected to p...
Rajeev Srivastava1mo ago
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