How AI Figures Out What You Mean - No Math Required
Words become numbers, numbers become arrows, and the model measures which ones relate.
Bit Byte Bit
Tech, Agile, Continuous Delivery
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Latest posts
Anthropic's Steganography Controversy Explained in Non-Technical Terms
Claude Code was caught hiding data in its own prompts. A plain-English look at what Anthropic did and why it breaks trust.
Enforcing Invariants in AI-Generated Code with ADRs and Contracts
AI-generated code looks correct but quietly breaks constraints you assumed were safe. Enforce invariants with ADRs and contracts the agent can't bypass.
Four Ways to Plan Agent Work, and When to Switch
Strategies for picking the right planning approach based on the change in front of you
Don't rely on instructions; use Agent Hooks to enforce guardrails
This post is for developers who use AGENTS.md or CLAUDE.md to provide guardrails for agent-generated code, but find that the agent sometimes ignores rules.
Run a local coding model with pi and LM Studio
A getting-started guide for people who live in Claude, Codex, or Gemini
Spec-Driven Development: From Vibe Coding to Structured Development
I currently work with a Payments Engineering team and wrote this as we are introducing spec-driven development into our development workflow.
It's a Great Time to be a Software Engineer
It's been two years of AI use and life couldn't be better.
Scope discipline when AI makes building fast
I wrote a feature which would take weeks in hours, but traps lurk everywhere.
Embedding-Based Tool Selection for AI Agents
Simple approach to minimizing context size when tooling increases
React2Shell serves as good reminder why JavaScript is no fun
There goes the weekend
Good riddance to Auth0 and social logins
Phoenix makes life simple
Pass on polymorphic tables
They seem simpler but it's best to avoid them.
Stop Worrying and Love the Bomb
AI is here to give you a back rub and a hot massage
Everything that's wrong with Google Search in one image
Make Search Great Again (or just kill it)
I'm rejuvenated by the Elixir EU Conference
I think my long-term goal is to be a full-time Elixir programmer.
DORA: AI boosting productivity, hindering delivery
The 2024 State of DevOps report was released this week and it finds that AI increases developer productivity while decreasing software delivery metrics. This is a short-term phenomenon.
Good software development habits
You're always learning better ways of doing things. This post is a list of lessons learned and reminders to myself.
Symptoms of a System in Stasis
Signs that agile is a name-only thing.
The anatomy of a 2AM mental breakdown
When things go wrong and you have nowhere to turn