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Exploring ideas, stories, and insights in Tech.

Building Cognate Local First AI Planner
TechJul 13, 2026

Building Cognate Local First AI Planner

Cognate is a local-first, privacy-first AI planner built for people who want intelligent scheduling without giving up control of their data. This article explores the architecture behind Cognate, including its deterministic Rust scheduler, offline-first CRDT synchronization, end-to-end encryption, and cross-platform design.

Aditya Tawde
5 min
From Side Project to Daily Companion: Building Amadeus AI
TechJul 13, 2026

From Side Project to Daily Companion: Building Amadeus AI

After months of experimentation, failures, and countless late-night coding sessions, Amadeus AI has evolved into a production-ready personal AI assistant. This article shares the journey behind building Amadeus AI v6.0.0, the lessons learned, and why I chose a local-first, privacy-focused approach instead of chasing every new AI trend.

Aditya Tawde
5 min
Running Open-Source LLMs on a Low-End Laptop: My Experience with Qwen and Gemma
TechJun 13, 2026

Running Open-Source LLMs on a Low-End Laptop: My Experience with Qwen and Gemma

Discover how Qwen 2.5, Qwen 3.5 2B, and Gemma 4 perform on low-end hardware using Q4_K_M quantization. A practical look at local AI, coding assistance, and offline LLM deployment.

Aditya Tawde
3 min