Technical deep-dives and strategic thinking on AI automation and system architecture.
Talent is evenly distributed, opportunity is not. Why restricting your AI hire to a local zip code is the #1 reason projects fail in 2026.
Most developers sell hours because they fear outcomes. I sell outcomes because I know my architecture works. Here is the math behind my confidence.
A global, copy/paste keyword set plus a 15-minute due diligence script to filter real production AI engineers from demo builders.
A no-nonsense guide to finding real AI engineering talent in Bhopal. Keywords to use, red flags to avoid, and how to verify claims.
How I built a hybrid scraper using Playwright and Node Streams to archive perfect replicas of Next.js/React applications.
Migrating a live legacy database to support unlimited vehicles using "Dual-Write" architecture and Postgres RPC functions.
Solving Serverless OAuth limitations and implementing "Device Fingerprinting" to securely automate social media scaling.
Analyzing a production incident where I recovered lost financial data and optimized a heavy-load React application by 70%.
Moving beyond chatbots: How I built a parallel-processing multi-agent system with rate limiting, fallbacks, and voice synthesis.
How I built a multi-tenant analytics engine to automate 2.5 hours of daily manual work, solving "OAuth Hell" and API quotas.
Achieving 96% empirical accuracy in complex astronomical modeling. A lesson in data integrity and validation.
A technical deep-dive into the 9-agent "Council" framework that solves the reliability problems of single-LLM systems.
Moving beyond "Toy Demos" to "Flow Engineering": The architectural difference between a cool demo and operational ROI.
Why paying $50/hr is actually more expensive than $200/hr when you factor in the "Entropy Tax" of technical debt.
TL;DR: Why hiring a "full-service agency" is often a trap for complex projects, and how the AI-Augmented Solo Practitioner wins on speed and quality.
A deep dive into the Navratna architecture where specialized AI agents collaborate with governance rules to solve enterprise problems.
Why most "digital transformations" fail and how a methodical audit-first approach changes everything.
The economics behind performance-based consulting and why it attracts better clients.