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784 articles·Linux · DevOps · Security · Cloud·By lalatendu.swain
Why AI Coding Agents Need a Different Instruction Manual Than Humans
ai agents

Why AI Coding Agents Need a Different Instruction Manual Than Humans

AGENTS.md fills a critical gap: it tells code assistants the rules humans usually just know

lalatendu.swain
lalatendu.swain
Jul 66 min read
lalatendu.swain
lalatendu.swain

A Second Brain You Control: Local RAG on a Raspberry Pi 5

Build a completely private retrieval system that nobody can subpoena

ragJul 66 min read
lalatendu.swain
lalatendu.swain

From x86 to ARM: Why Microsoft Azure Is Quietly Going Green

How a simpler processor architecture is reshaping cloud infrastructure and cutting energy costs

sustainabilityJul 56 min read
lalatendu.swain
lalatendu.swain

Why AI Agents Are Breaking Zero Trust Security

How autonomous systems are forcing a rethink of identity and security architecture

aiJul 56 min read
lalatendu.swain
lalatendu.swain

How PHP 8.2 Warnings Broke WordPress Tools (And How to Fix It)

A three-layer defense against deprecated noise leaking into JSON output

wordpressJul 57 min read
lalatendu.swain
lalatendu.swain

I Thought I Understood Containers. Then I Tried Building One.

How building from scratch reveals what the textbooks skip

containersJul 56 min read
lalatendu.swain
lalatendu.swain

How to Make Your AI Systems EU AI Act Compliant

A practical guide to governance, risk assessment, and audit logging as enforcement begins

ai-governanceJul 56 min read
lalatendu.swain
lalatendu.swain

Guildly: Building Products While You Sleep

A workspace where AI agents work together like a real team.

startup toolsJul 45 min read
lalatendu.swain
lalatendu.swain

Three New Tools for Running LLMs Locally and Cutting API Costs

Free guides for local deployment, a clever cost hack, and an agent handbook show LLM development is maturing.

cost-reductionJul 46 min read
lalatendu.swain
lalatendu.swain

Training a Massive AI Model on Ukraine's Entire Legal System — Here's What Would Happen

Could a 860-billion-parameter model trained on 2 TB of Ukrainian court decisions beat today's AI at legal reasoning?

ai-trainingJul 46 min read
lalatendu.swain
lalatendu.swain

How Ukraine's Largest Court Database Got Vectorized: 33.7M Decisions, One Vector DB

Making public judicial records searchable through semantic search

ukraineJul 47 min read
lalatendu.swain
lalatendu.swain

Where AI Actually Works in Banking: It's Not Where You Think

Why LLMs are the last 10% of the solution—and what takes up the other 90%

ai-in-financeJul 45 min read
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