CodeIntelligently

Code review designed for human-written code catches only 47% of AI code issues. Here's the 3-layer review stack built for an AI-first world with measurable results.

My first big rewrite cost $400K and failed. The next three modernizations succeeded using a 6-phase strangler fig roadmap. Here's the complete playbook with real budget numbers.

No single person can hold a large codebase in their head. A knowledge graph externalizes understanding into a queryable structure. Here's the 4-week GRAPH playbook to build one.

Small frictions cost more than big blockers. 47 micro-frictions consume 96 minutes per engineer per day. Here's the TAX Return framework for finding and eliminating the developer productivity tax.

A 3-tier succession planning framework for engineering orgs, with a 90-day sprint for accelerating candidates from potential to ready. Based on succession plans built at 4 companies.

Five predictions for where code intelligence is heading by 2028, based on 6 years of building tools in this space. Includes what's real, what's overhyped, and a maturity model for planning.