DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
Morgan XuShared Agent Desks Need a Rotation Playbook
Shared coding agents stall at role gaps, not model quality. A quiet lab still needs a named desk....
Josh HallHomelab Capacity Planning: What If a Node Dies Tonight?
Every dashboard in my rack could tell me what was happening right now — and not one could answer the...
Casey SunStop Treating Free-Model LGTM as a Merge Gate
The pull request looked finished before morning stand-up. An overnight agent had opened the change...
Aleksandr SorokinOIDC: Deliver OIDC parameters unattended using External Secrets, AWS Secrets Manager, and FluxCD.
Introduction In one of my previous posts, I described how I tested new possibilities for...
Avery LinA Permit Desk for Model Commands
The office light stayed on well past eleven. A solo founder watched the terminal cursor blink. The...
kelosPicking US Stock Tick Data: Why Your Quant Backtests Fail In Live Trading
📝 Published on dev.to | #quant #trading #api #python #backtesting If you build algorithmic...
Muhammad Dhiyaul AthaMy Hacktoberfest 2026 Journey: Contributing to DevOps Daily
Hacktoberfest is back, and this year I decided to join the 7-Day DevOps Contribution Challenge hosted...
Automate It AllFrom a Bare Debian Box to a Public HTTPS Page, in Eight Command Blocks
Lesson one of twelve, written out below. The video is free on YouTube:...
Jakson TateStop Wasting GPUs on Embeddings: The RAG FinOps Guide
In the rush to build Retrieval-Augmented Generation (RAG) pipelines, engineering teams make a massive...
Taylor ZhuFreeze the Model Graph Before Merge: A Fail-Closed Identity Checklist
If you cannot name the exact model identifier, prompt bytes, and tool schemas that produced a passing...
Emery HuangT+0 Is Observe-Only: Bind Alert Classes to a Clock and a Command Budget
The on-call bot should not improvise while the pager is screaming at three in the morning. I treat...
Henrik StrandWhat Happens When AI Runs Without Guardrails
TL;DR Production AI models operating without runtime guardrails expose systems to deterministic...
Olusegun AdeyemiThe AI Security Risks Enterprises Actually Face
TL;DR Production AI systems introduce threat vectors that traditional network firewalls, API...
Jakson TateThe Cybersecurity SaaS-pocalypse: Open-Source SIEM on Bare Metal
As organizations deploy fleets of AI agents, autonomous workflows, and LLMs, security telemetry has...
Takeshi MoriBest AI Observability Tool for Tracing LLM Calls End to End (2026)
TL;DR Selecting the best AI observability tool for tracing LLM calls requires evaluating...
Emre YilmazBest MCP Gateway for Observability: MCP Logging and What to Capture on Every Tool Call
TL;DR An MCP gateway provides centralized visibility into Model Context Protocol communications,...