Complete history of operational pipelines and frameworks implemented.
How I built a completely free local embedding pipeline for RAG and open-sourced it as a Next.js template.
The technical teardown of building a custom internal CRM to manage leads across core business pillars without falling into the trap of bloated third-party subscriptions.
Streamlining cross-platform marketing by building a custom Posts Manager integrated directly with Sanity Studio.
How to structure landing pages and service cards specifically for AI search engines, moving beyond traditional keyword stuffing into semantic relevance.
How I use a dedicated AI agent to evaluate and manage technical debt in the product backlog without endless grooming meetings.
Traditional Agile scaling creates bureaucratic bloat and an illusion of control. Here is why we must replace compliance with autonomous execution.
How we eliminated 10+ hours of weekly administrative waste across 7 engineering squads by replacing manual tracking with scheduled, self-running AI cadences.
Deploying a lean, revenue-focused OKR framework that actively reads the engineering backlog to bridge strategy and daily output.
How we engineered a high-velocity deployment pipeline utilizing Next.js, Vercel, and a headless CMS to reduce time-to-market.