Architecture2025-01-15 · 7 min read
Why 10 Specialist Agents Outperform One General Agent
The case for specialization in AI engineering teams. Why depth beats breadth when you're shipping production code.
Blog
Thinking out loud.
On AI engineering, multi-agent systems, and how software development actually changes when the team never sleeps.
Technical2025-01-08 · 9 min read
Method-Level Chunking: How We Read Codebases Like Senior Engineers
Most AI tools chunk code by file or by character count. We chunk by method. Here's why that changes everything.
Security2024-12-20 · 6 min read
Security Isn't a Checkbox. Meet Secu.
We built a dedicated security agent that reviews every implementation through the eyes of an attacker — before anything ships.
Product2024-12-12 · 5 min read
Complexity Intelligence: Why Simple Tasks Shouldn't Take 3 Minutes
Routi assesses every task from 1–5 and assembles exactly the right team. No over-engineering. No under-resourcing.
Case Study2024-12-05 · 11 min read
AfterBOTS on a 50,000-File .NET Monolith
We ran AfterBOTS on a real enterprise .NET codebase with 50,000+ files, a decade of technical debt, and zero documentation. Here's what happened.