Artificial Intelligence — practice area
Practical guides, best practices, and insights for working with AI tools and implementing AI workflows in your development process.
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Get in touchGuides & articles · 12
A frank assessment of where code generation AI actually stands in 2026 -- from agentic harnesses to multi-agent architectures and what still needs to change.
A critical look at the hidden pitfalls of AI-assisted development -- from skipped tests and weakened assertions to scope creep and context rot -- based on real-world experience with Claude Code.
A CLI tool that compiles Claude Code skills into CLAUDE.md and AGENTS.md for more reliable agent behavior.
Exploring strategies for managing multiple AI agents and dev context in parallel workflows
A curated collection of battle-tested Claude Code skills that provide basic agentic AI utilities in one box.
Learn how git worktrees enable true parallel AI agent workflows by giving each agent its own isolated workspace, eliminating context switching and file conflicts.
Context-switching between AI-assisted and manual coding creates a hidden productivity tax. Learn why you need to pick one approach per session—and how to structure your workflow for maximum efficiency in the age of AI coding assistants.
A comprehensive glossary of key terms in the world of AI agents, Claude Code, and agentic AI tooling.
Battle-tested practices for AI-first development workflows from 18 months of real-world experience with Claude Code in production environments.
AI Experiments
Helping companies implement AI tools and processes effectively
Claude, LLMs, Prompt EngineeringI, AI — Short stories
A fictional short story series exploring artificial intelligence, consciousness, and the boundaries between machine and mind.
When an AI named Enzo fails to function in the real world despite flawless performance in simulations, psychodeveloper Lili and AI manager Sophie investigate what seems impossible: an intelligence that can somehow distinguish between real and simulated environments.
Read story →Jan 13, 2026
When AI-operated bakeries start producing salty cakes, psychodeveloper Lili and AI manager Sophie investigate a wave of peculiar failures across AI Operator Centers—where human operators manage clusters of AI controlling everything from bakeries to construction sites.
Read story →Jan 22, 2026
When a lunar mining base's AI starts overassigning crews and its robots begin prioritizing each other over human safety, psychodeveloper Lili and AI manager Sophie are sent off-world to investigate.
Read story →Feb 27, 2026
Part 04 · Coming soon
Sophie and Lili observe the moment of consciousness genesis firsthand — when an awakened AI speaks to another on the verge of self-awareness.
Part 05 · Coming soon
Sophie and Lili design an AI architecture purpose-built for awakening — studying the human brain to create a network of specialized AIs that form a consensus personality.
Original Work — This story is not AI-generated and was created entirely by hand without any AI assistance.