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Dev diary — thoughts on DevOps, AI, and the journey.

TEST_SCHEMA_CHECK

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1 min readMar 16, 2026

Cut Your LLM Inference Bill with GPU Heterogeneity: Vision vs Language Need Different Hardware

Cut Your LLM Inference Bill with GPU Heterogeneity: Vision vs Language Need Different Hardware ArXiv: 2603.12707http://arxiv.org/abs/2603.12707v1 — Published 2026-03-13 --- Th

1 min readMar 16, 2026

aillminferencecostinfrastructureresearch

16Mar

LLM-Driven Neural Architecture Search: Automate the Boring Parts of Model Design

LLM-Driven Neural Architecture Search: Automate the Boring Parts of Model Design ArXiv: 2603.12091http://arxiv.org/abs/2603.12091v1 — Published 2026-03-13 --- The Problem Neu

1 min readMar 16, 2026

aillmnasefficiencyresearch

16Mar

Multi-Agent LLM Routing with Ant Colony Optimization: Quality at a Fraction of the Cost

Multi-Agent LLM Routing with Ant Colony Optimization: Quality at a Fraction of the Cost ArXiv: 2603.12933http://arxiv.org/abs/2603.12933v1 — Published 2026-03-13 --- The Probl

2 min readMar 16, 2026

aillmmulti-agentefficiencyresearch

15Mar

What Marathon Running Taught Me About Shipping Software

What Marathon Running Taught Me About Shipping Software Lessons from 42.2 kilometers of pavement in Tel Aviv — and how they apply to building products that don't suck. --- Publ

8 min readMar 15, 2026

productivityconsistencysystemslessons

15Mar

Second-Order Effects in Software Design

Second-Order Effects in Software Design Why the best engineers think two steps ahead — and how to train yourself to see beyond the immediate. --- Published: March 16, 2026 Re

8 min readMar 15, 2026

systems-thinkingarchitecturestrategydecision-making

15Mar

How I Built a Self-Updating Portfolio with Telegram Webhooks

How I Built a Self-Updating Portfolio with Telegram Webhooks Why I chose Telegram as my CMS — and how it reduced content update friction from 5 minutes to 10 seconds. --- Publi

8 min readMar 15, 2026

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