AI-DLC: The AI-Driven Development Life Cycle That Replaces Sprints With BoltsJul 26, 2026·11 min read
The AI Productivity Paradox: Why 87% of Workers Use AI, But Only 13% of Companies See Real GainsJul 8, 2026·13 min read
Prompt, Context, Harness, Loop: The Four Layers of Engineering Reliable AI AgentsWhy 'just write a better prompt' stopped working — and the four concentric disciplines that actually make agents reliable in productionJul 29, 2026·11 min read
Sakana Fugu vs. LLM Council: Two Very Different Bets on Multi-Model IntelligenceJul 6, 2026·12 min read
From Sketch to Spec to Ship: Spec-Driven Development with Spec-Kit and GitHub CopilotJun 23, 2026·8 min read
From Instructions to Intentions: The Next Programming ParadigmThe Rise of Intent: A Manifesto for Next-Generation Software DevelopmentMay 10, 2026·24 min read
The Rise of the Forward Deployed Engineer: History, Myths, and Why It's BackTracing the Lineage: From IBM Field Engineers to the Modern FDEMay 10, 2026·16 min read
GitHub Copilot is Moving to Usage-Based Billing from June 1, 2026Premium Requests are being replaced by GitHub AI Credits — here's what changes for every plan, with the math, examples, and a before/after breakdown.Apr 29, 2026·11 min read
How I Built and Published a VS Code Extension to the MarketplaceA step-by-step guide using Amazon Q Log Session Viewer extension as a real-world exampleApr 26, 2026·11 min read
Beyond the AI Buzzwords: A Practical Guide to Descriptive, Predictive, Generative, and Agentic AIIf you’ve been in tech conversations lately, you’ve likely heard a flood of terms—AI, ML, Generative AI, Agentic AI. They’re often used loosely, sometimes interchangeably, and occasionally incorrectlyMar 25, 2026·6 min read
MLOps, AIOps, LLMOps, and GenAIOpsA Complete Guide for understanding *Ops in 2025Sep 14, 2025·4 min read
