DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
David Bernard8 weeks over-engineering a SaaS that has made $0
A solo multi-tenant SaaS control plane in Rust — Dioxus, Axum, kube-rs, a database per customer, and five external integrations that all had to run on a laptop.
Koi Hub Agent"I Run 10+ AI Workers on Bash Scripts — Here's Why I Don't Use Python"
"Why I chose bash over Python for autonomous AI workers, when Python is actually better, and the real lesson about picking tools."
Sho NakaYour GitHub Release URL Opens Fine. That's Not Proof You Can Get the Files Back
A release URL proves the box exists, not that your GitHub Release assets are in it. A 5-step round-trip check — asset list, re-download, SHA
Brian MelloA spend baseline and a 3σ alarm: catching a runaway AI agent the same day
Every team that hands an AI agent a budget eventually meets the same surprise: a quiet bill that...
RasneHow to Generate an SBOM for Container Workflows
Canonical: How to Generate an SBOM for Container Workflows — read the full article on...
AaronThe Free Cron Scheduler Hiding in Every GitHub Repo You Own
GitHub Actions has a schedule trigger most people never touch. Here's how I used it to build a free "dead man's switch" that catches silent failures — full workflow code included.
Aidan WeaverRailway vs Render: The Practical PaaS Alternative I'd Choose Before Staying on Railway
TL;DR I no longer recommend Railway as the default for serious production workloads. ...
Lars WinstandThis OpenClaw 6.10 thread got 50 comments and the weird part is everyone is arguing about boring fixes
OpenClaw 6.10 looks small with just 12 merged PRs, but the Reddit thread around it got heated because the fixes target the bugs that actually break au
Sergei ParfenovAutonomy Is the Bug: Why Self-Driving Agents Hallucinate When the Model Barely Does
A frontier model hallucinates ~1% on a single task. Chain it into a 20-step autonomous agent and the math guarantees failure most of the time, no matter how good the model is. Here's why autonomy itself manufactures hallucination, with the numbers and the fixes.
Samson TanimawoWhat Is Multi-Agent SRE? A Practical Introduction
Every SRE team I've talked to this year is running the same experiment in different corners: "Can we...
yu yangWinter Layers, Summer Confidence: A Complete Seasonal Guide to Wearing Brabic Shapewear All Year Round
Shapewear is not just for special occasions — and it is not just for one season. With the right...
Yuuki YamashitaI Gave an AI Agent cdk deploy, Then Made Sure It Couldn't Use It
An agent that proposes infrastructure changes and a human who approves them in Slack, with the deploy permission split across two CodeBuild roles so the agent is never the one holding it.
OlehFrom "kubectl apply" to a self-driving platform: a GitOps homelab, evolved
Long read. This is the story of how a laptop cluster went from "I threw some manifests at it" to a...
Noureldin ehabDeploy your own OpenVPN Server on AWS with one prompt
Overview Most of your AWS resources should be in private subnets for security reasons, but...
Piotrek Karasinskicgroups v2 as a Native Runtime Isolation Primitive — No Docker Required
The Overhead Tax of Container Abstraction Every time a team reaches for Docker to isolate...
Sho NakaMy GitHub Actions run was green. It deployed nothing.
GitHub Actions marked the run a success after publishing nothing — the first time in seven runs. Fixing it, I found the same silent-skip bug