Tools
AI DevTool Stack for Small Teams
5 min read
A lean, high-impact AI development stack for small teams shipping fast without losing quality.
Published
Latest Signals
AI Engineering Insights
Learn from our experience building AI systems that actually work in production. No fluff, just signal.
Engineering
From Prototype to Production AI Coding Assistant
7 min read
What changes between demo and production when building an internal AI coding assistant.
Published
Architecture
Shipping Claude and OpenAI Together
6 min read
A practical multi-provider architecture for quality fallback, cost control, and vendor resilience.
Published
Engineering
Secure Tool Use for AI Agents
6 min read
How to lock down tool execution paths so AI agents remain useful without introducing avoidable risk.
Published
Strategy
Cost Controls for Multi-Model AI Products
5 min read
Simple controls for model routing, token budgets, and caching that protect margin as usage scales.
Published
Engineering
Testing Strategies for AI-Generated Code
6 min read
A layered testing approach that keeps AI-generated code fast to ship and safe to run.
Published
Engineering
Observability for AI Coding Agents
6 min read
The telemetry stack you need to debug agent behaviour, tool calls, and regression risks in production.
Published
Engineering
Prompt Versioning for Engineering Teams
5 min read
Treat prompts as production artefacts with versioning, tests, rollback, and ownership.
Published
Engineering
Hybrid Human-AI Code Review Patterns
6 min read
A review model that uses AI for speed and humans for judgment, security, and architectural quality.
Published
Careers
AI Coding Jobs and Skills in 2026
5 min read
What companies now expect from AI-assisted engineers, and how teams can hire for production impact.
Published
Strategy
AI Coding Tools Landscape 2026
7 min read
How to evaluate AI coding tools by reliability, cost, governance, and developer experience.
Published
Engineering
Claude Code Workflows That Scale
6 min read
A practical workflow for using Claude in real engineering teams, from task shaping to safe rollout.
Published
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