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An Experiment into Multi-Agent Orchestration with CrewAI

An Experiment into Multi-Agent Orchestration with CrewAI

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3 min read
Embedding Accessibility into AI based software development

Embedding Accessibility into AI based software development

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5 min read
Heavy AI agent frameworks were too slow for my Raspberry Pi. So I built a different one

Heavy AI agent frameworks were too slow for my Raspberry Pi. So I built a different one

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2 min read
From Prompts to Real Files: A Developer's Guide to AI File Generation

From Prompts to Real Files: A Developer's Guide to AI File Generation

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14 min read
Detecting Context-Sensitive Behavior in AI Models: A Deep Dive into StealthEval Implementation

Detecting Context-Sensitive Behavior in AI Models: A Deep Dive into StealthEval Implementation

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25 min read
Stop Putting LLM API Keys in .env Files

Stop Putting LLM API Keys in .env Files

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13 min read
Playground to test Open-Source LLMs in action (GPT-OSS, Qwen3.5, DeepSeek) with Tools and RAG [Free and No signup]

Playground to test Open-Source LLMs in action (GPT-OSS, Qwen3.5, DeepSeek) with Tools and RAG [Free and No signup]

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1 min read
How AST Made AI-Generated Functions Actually Reliable

How AST Made AI-Generated Functions Actually Reliable

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6 min read
Part 2: The 5 Types of Memory Every AI Agent Needs (And Why LLMs Can Only Do 2)

Part 2: The 5 Types of Memory Every AI Agent Needs (And Why LLMs Can Only Do 2)

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6 min read
Building Real-Time Context for AI Agents Without a Vector Database

Building Real-Time Context for AI Agents Without a Vector Database

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5 min read
I Built an API for LLM JSON Validation in Rust — Here’s What I Learned

I Built an API for LLM JSON Validation in Rust — Here’s What I Learned

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5 min read
RAG vs Fine-Tuning: What I Actually Learned After 6 Months of Building LLM Apps

RAG vs Fine-Tuning: What I Actually Learned After 6 Months of Building LLM Apps

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7 min read
I Compared 5 Ways to Track LLM API Costs (Only One Works in Real Time)

I Compared 5 Ways to Track LLM API Costs (Only One Works in Real Time)

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2 min read
Building Production-Ready AI Pipelines: Lessons from Running 10K+ Generations

Building Production-Ready AI Pipelines: Lessons from Running 10K+ Generations

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7 min read
Why Your AI Agent Works in Demo but Fails in Production: The Hidden Gaps

Why Your AI Agent Works in Demo but Fails in Production: The Hidden Gaps

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2 min read
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