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Why LLM agents break when you give them tools (and what to do about it)

Why LLM agents break when you give them tools (and what to do about it)

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Comments 1
9 min read
How We Achieved 30% Conversion Lift by Moving from GPT-4 to LoRA Adapters

How We Achieved 30% Conversion Lift by Moving from GPT-4 to LoRA Adapters

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11 min read
Building Cost-Efficient LLM Pipelines: Caching, Batching and Model Routing

Building Cost-Efficient LLM Pipelines: Caching, Batching and Model Routing

Comments 1
16 min read
Your Agent Is a Small, Low-Stakes HAL

Your Agent Is a Small, Low-Stakes HAL

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7 min read
I Built a Multi-Agent LLM Orchestrator That Runs Claude, GPT, and Gemini in Parallel

I Built a Multi-Agent LLM Orchestrator That Runs Claude, GPT, and Gemini in Parallel

Comments 3
5 min read
I Spent 48 Hours Red-Teaming the "Magic AI Assistant" Everyone's Hyping. Here's What I Found.

I Spent 48 Hours Red-Teaming the "Magic AI Assistant" Everyone's Hyping. Here's What I Found.

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9 min read
Memory Types in LangChain

Memory Types in LangChain

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4 min read
Why I make LLMs argue with each other before I make architecture decisions

Why I make LLMs argue with each other before I make architecture decisions

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5 min read
Diseñando memoria narrativa trazable para agentes conversacionales

Diseñando memoria narrativa trazable para agentes conversacionales

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15 min read
The Monolith Is Dead: Why Multi-Agent Architecture Is the Most Critical AI Engineering Decision of 2026

The Monolith Is Dead: Why Multi-Agent Architecture Is the Most Critical AI Engineering Decision of 2026

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7 min read
I gave an LLM 248 tools and accuracy dropped to 12%. Here's what fixed it.

I gave an LLM 248 tools and accuracy dropped to 12%. Here's what fixed it.

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3 min read
Best Ways to Monitor Claude Code Token Usage and Costs in 2026

Best Ways to Monitor Claude Code Token Usage and Costs in 2026

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6 min read
Teaching an AI to Play Dwarf Fortress: The Idea

Teaching an AI to Play Dwarf Fortress: The Idea

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9 min read
Why I Replaced LangChain with 15KB of httpx

Why I Replaced LangChain with 15KB of httpx

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6 min read
I built a “deterministic” LLM text rephraser with a validation pipeline - looking for architectural feedback

I built a “deterministic” LLM text rephraser with a validation pipeline - looking for architectural feedback

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3 min read
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