Autonomous Refactoring at Enterprise Scale
How Atlav's agent swarms migrated a 400k-line distributed monorepo with zero downtime, full AST validation, and automated rollback.
Writing
Blog
Notes on design, typography, and the parts of building for the web that reward slowing down.
Why Open-Source Evals Matter for Agentic Systems
Introducing our open-source benchmark suite for evaluating autonomous agent tool usage, rollback fidelity, and error recovery.
The Architect Layer: Human Verification at Machine Scale
Superintelligence provides machine-speed synthesis; principal engineers provide taste, safety perimeters, and architectural veto.
Designing Deterministic Multi-Agent Runtimes
Why autonomous software engineering requires sandboxed execution, rollback primitives, and strict tool isolation.