Journal

Insights &
Ideas

Practical perspectives on agentic AI from engineers who build it every day.

Configuring AI Coding Assistants for Your Stack

Tools / January 22, 2026

Configuring AI Coding Assistants for Your Stack

Generic configurations leave value on the table. Here's how to customize AI coding tools for your specific environment.

6 min read
The Architecture of Production-Ready Agentic Systems

Technical / January 28, 2026

The Architecture of Production-Ready Agentic Systems

Moving from demo to production requires rethinking how you structure agentic systems. We break down the key architectural decisions that separate reliable systems from fragile experiments.

6 min read
LLM Orchestration Patterns That Actually Work

Technical / January 8, 2026

LLM Orchestration Patterns That Actually Work

Chains, agents, workflows. Everyone has opinions. Here's what we've seen survive production.

6 min read
From 2 Hours to 15 Minutes: Automating Code Review

Case Study / December 28, 2025

From 2 Hours to 15 Minutes: Automating Code Review

How we helped a fintech team reduce code review bottlenecks with an AI-assisted system that catches issues before human reviewers.

6 min read
Security Considerations for AI Coding Tools

Tools / December 20, 2025

Security Considerations for AI Coding Tools

What you need to know about data privacy, prompt injection, and secure deployment when adopting AI coding assistants.

6 min read
The ROI Question: Measuring AI Tool Impact

Strategy / December 12, 2025

The ROI Question: Measuring AI Tool Impact

Beyond vibes: practical frameworks for measuring the actual productivity impact of AI tools on your engineering team.

6 min read
Testing Agentic Systems: A Practical Guide

Technical / December 5, 2025

Testing Agentic Systems: A Practical Guide

Traditional testing doesn't fit non-deterministic AI systems. Here's how we approach testing for reliability.

6 min read
Building an Internal AI Platform from Scratch

Case Study / November 28, 2025

Building an Internal AI Platform from Scratch

A behind-the-scenes look at how we helped a 200-person engineering org build their internal AI developer platform.

6 min read

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