







Ideas are now a major bottleneck for vibe-coding. There are whole categories of software that simply don’t occur to me to write. Philip Zeyliger pointed me at one: Go static analysis tools. These are great candidates: easy to describe easy to test high value low risk He created a checker that requires slog.InfoContext instead of slog.Info when a context is available, to improve our telemetry/observability. I followed up with a checker that lets you annotate a Go struct as requiring complete, explicit annotation.
Vibe Coding: The Final Form of Hyper-Individualism
A few days ago, I had to deal with the first "vibe coded" PR to my software. In this article, I reflect on this encounter, and analyze the social …

OpenCode Go | Low cost coding models for everyone
Go starts at $5 for your first month, then $10/month, with generous 5-hour request limits for GLM-5.1, GLM-5, Kimi K2.5, Kimi K2.6, MiMo-V2.5-Pro, MiMo-V2.5, Qwen3.7 Max, Qwen3.6 Plus, MiniMax M2.5, MiniMax M2.7, MiniMax M3, DeepSeek V4 Pro, and DeepSeek V4 Flash.

Vibe Coding Failures: Documented AI Code Incidents
A curated directory of real-world incidents where AI-generated code failed in production.

Review the reviews
When I was actively contributing to the Go project, my primary feed was the code review email firehose. Issues, mailing lists, and Slack had low SNR. The finished commit history was better: it was finely polished work with some of the best written commit messages I have ever encountered. But it didn’t hold a candle to code reviews for operational learning. The commit history could tell you what got done and why, in impressive technical detail.
AI Makes the Easy Part Easier and the Hard Part Harder for Developers
AI handles writing code but leaves the hard work: investigation, context, validation. Why vibe coding has limits and AI assistance can backfire.

Live code with Tidal Cycles | Tidal Cycles
Live coding environment for making algorithmic patterns
Learn Go by Building a Command Line Todo App | Barbarian Meets Coding
Learn the Go programming language by building a test-driven command line todo application

Vibe Maintainer
Some attendees at an AI Tinkerers meetup in early Feb were asking me what it’s like to be the maintainer of a big OSS project where the…

Vibe Graveyard
Real tech failures and postmortems from the world of rushed shipping and bad decisions.
Cognition | Agent Trace: Capturing the Context Graph of Code
We’re excited to join in Cursor, Cloudflare, Vercel, git-ai, OpenCode and others in support of [Agent Trace](https://agent-trace.dev/). As described in the spec, Agent Trace is an open, vendor-neutral spec for recording AI contributions alongside human authorship in version-controlled codebases.

In Search of Vibe Coding Nirvana - Day 1 - Wesley's notes
Deliberate practice in exploring and experimenting with AI tooling
OG Check - Free Open Graph Meta Tags Checker & Validator Tool
Free online Open Graph checker and validator. Analyze, preview and optimize your website's meta tags for better social media sharing on Facebook, Twitter, LinkedIn. Generate OG code instantly.
Don't couple your Go code to GitHub | Iain Cambridge
The technical musings of Iain Cambridge.
OSINT Navigator
Find the right OSINT tool for your investigation. AI-powered recommendations from 17 curated toolkits.

toolify.blue
A collection of metrics and tools to take your Bluesky experience to the next level.
Magicoder: Empowering Code Generation with OSS-Instruct
We introduce Magicoder, a series of fully open-source (code, weights, and data) Large Language Models (LLMs) for code that significantly closes the gap with top code models while having no more...
