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Writings on software, AI & design.

Technical breakdowns, architecture deep dives, and reflections on building production software with modern web and AI toolchains.

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2026-08-20•5 min read

Building Autonomous Multi-Agent Workflows with Local LLMs

How to design deterministic tool execution, state machines, and loop prevention when running agentic workflows on local hardware.

#AI#Architecture#TypeScript
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2026-08-15•4 min read

Zero-Dependency Native SQLite with Node.js in Next.js 16

A practical guide to leveraging node:sqlite for embedded, zero-cold-start relational persistence in modern full-stack web apps.

#Next.js#SQLite#Backend
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2026-08-10•6 min read

Designing High-Performance Monochromatic Interfaces

Exploring the typography, contrast ratios, and micro-interactions behind sharp brutalist developer aesthetics.

#Design#UI/UX
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Blog & Articles — Mahesh