Building an AI-Powered Development Workflow from Scratch
A complete walkthrough of integrating AI into every phase of software development — from planning to deploy. What works, what doesn’t, and the workflow I’ve settled on.
Ai-Tools
10 AI Coding Assistant Tips That Actually Save Me Hours Every Week
Practical AI coding assistant tips from a Tech Lead who uses them daily. No fluff — just real workflows that work with Claude Code, Copilot Chat, Cursor, and similar tools.
AI-Assisted Incident Response: A Practical Playbook
How we integrated AI into our incident response process — what accelerated resolution and what made things worse.
AI Tools That Actually Help Remote Engineering Teams
Not another list of productivity apps. These are the AI workflows that genuinely improve async communication, code review, and sprint planning for distributed teams.
The AI Tools I Actually Use as a Tech Lead (2026 Edition)
Not a listicle of 50 tools you’ll never try. These are the 7 AI tools I use daily as a Tech Lead managing engineers and data scientists.
Using AI to Onboard New Engineers 2x Faster
We cut our engineering onboarding time from 6-8 weeks to about 3 weeks. AI wasn’t the only factor, but it was the biggest one.
How I Write Technical Documents 3x Faster with AI
Practical templates and prompts for writing RFCs, ADRs, runbooks, and other technical documents with AI assistance.
AI Pair Programming in 2026: A Practical Guide
How to use AI as a genuine pair programming partner — workflow design, prompting strategies, and when to ditch the AI and think for yourself.
GitHub Copilot in 2026: Is It Still Worth $19/Month?
GitHub Copilot was the first AI coding tool most of us used. With Cursor, Claude Code, and others now available, is it still worth paying for?
How AI Transformed Our Sprint Planning (Lessons from 6 Months)
We’ve been using AI to assist with sprint planning for six months. Some things worked surprisingly well. Others were a waste of time.