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Notes from the field, thinking in public.

Architecture decisions explained in plain prose. Written for engineers and technical leaders deciding where to spend complexity.

Aug 01, 2026 ai · automation Beyond the chatbot: automating professional workflows with Google Workspace Studio Most AI usage is still copy-paste. This post walks through a native, event-driven alternative — an AI Travel Assistant built in Google Workspace Studio that turns Gmail confirmations into a structured Google Sheets itinerary, with no third-party middleware. 5 min ↗ Apr 21, 2026 ai · claude Claude Design: the AI design tool that changed how I build A close look at Anthropic's new standalone design tool — what it does, how I've used it to redesign chaitanya.dev and build Parikrama, and why it's quietly become one of the most valuable things in my workflow. 10 min ↗ Apr 19, 2026 parikrama · temples Why I'm building Parikrama Why I am building Parikrama — an atlas mapping Hindu temples worldwide, the data problem behind it, and what a pilgrimage-planning interface actually needs to get right. 4 min ↗ Apr 10, 2026 architecture · agents Where complexity belongs in an agentic system The model is the easy part. Notes on tool boundaries, state, and the handover between agent and human — the decisions that actually decide whether your pilot survives production. 5 min ↗ Mar 24, 2026 SDLC · architecture AI-native SDLC: embedding AI without breaking the lifecycle Code generation, review, testing — where AI genuinely compounds engineering leverage, and where it quietly introduces debt. A guide for technical leaders separating signal from keynote noise. 7 min ↗ Mar 02, 2026 architecture · agents Tool boundaries: designing the blast radius of an agent The tool layer is where most agentic pilots quietly die. A practical guide to designing tool contracts that are bounded, idempotent, costed, and auditable — built for prompt injection on day one. 7 min ↗ Jun 30, 2024 video · .net Build Distributed Applications with Ease: An Introduction to .NET Aspire A practical introduction to .NET Aspire — the opinionated stack for building observable, production-ready distributed applications, with service discovery, telemetry and orchestration wired in from the start. 2 min ↗ Jun 16, 2024 video · tutorial Stored Procedures vs. Direct SQL: The Database Efficiency Showdown Stored procedures or direct SQL from the application? A head-to-head look at execution plans, security, maintainability and deployment friction — and which one wins in practice. 2 min ↗ Sep 10, 2023 video · tutorial Choosing Between Views, Functions, And Stored Procedures in SQL With Examples Views, functions or stored procedures? A worked comparison of when each belongs in your SQL Server design, what each costs at runtime, and the trade-offs that decide it. 1 min ↗ Sep 10, 2023 video · tutorial Mastering SQL Query Performance: Unlocking the Power of Indexes in SQL Server How SQL Server indexes actually work, why the right index turns a table scan into a seek, and how to choose clustered, non-clustered and covering indexes for real query performance. 1 min ↗