Thoughts, experiences, and technical insights from my journey in software development.
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AI generates Terraform and CloudFormation code in seconds. But the speed of code creation has outpaced our ability to govern it — and most DevOps teams aren't paying attention.
Anthropic just dropped Claude Opus 4.8 with Dynamic Workflows for Claude Code, effort controls, and notable improvements in reliability and honesty. I've tested it — here's what matters.
Google I/O 2026 wasn't just a model launch. It was a manifesto for an era where AI doesn't just answer questions — it acts. How will Gemini 3.5 Flash, Antigravity 2.0, and Managed Agents change the way developers work?
Google launches Gemini 3.5 Flash — a new AI model with breakthrough agentic and coding capabilities, 4x faster than other frontier models. What does this mean for developers?
Nolan Lawson's essay hit 1,219 points on Hacker News with a contrarian take: use AI to review bugs, find edge cases, and write better code — slower but stronger.
Docker Engine v29 makes containerd image store the default, raises minimum API version to 1.44, and adds nftables support. Here's what developers and DevOps need to know.
Google I/O 2026 announced AI Mode has 1 billion monthly active users. But that same week, DuckDuckGo visits surged 27.7%. What is the user backlash telling us?
DeepSeek just made its 75% discount permanent. V4-Pro is now $0.87/1M output tokens — 34x cheaper than GPT-5.5. The strongest signal yet for developers building cost-effective AI applications.
Anthropic is about to report its first profitable quarter, and OpenAI is pouring 32% of its workforce into enterprise sales. The data is clear: coding agents are no longer an experiment — developers need to prepare for a world where AI agents are the primary tool.
A deep dive into advanced Claude Code patterns — plan mode, CLAUDE.md, skills, subagents — that help developers achieve 2-3x quality improvements.
Two open-source projects trending on GitHub show a new direction: optimizing how AI coding agents understand codebases instead of dumping entire files into prompts. CodeGraph uses knowledge graphs to cut tokens, andrej-karpathy-skills uses CLAUDE.md to control agent behavior.
Ingress NGINX is no longer receiving security patches. Gateway API is the next step — more flexible, standardized, and annotation-free.