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Everything You Wanted to Know About Local AI

Everything You Wanted to Know About Local AI

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1 min read
The two support questions that move revenue, and why we route them differently

The two support questions that move revenue, and why we route them differently

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4 min read
What changes when your support LLM has to stay in the EU

What changes when your support LLM has to stay in the EU

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4 min read
Ollama's Responses API accepts previous_response_id, returns 200, and forgets the whole conversation

Ollama's Responses API accepts previous_response_id, returns 200, and forgets the whole conversation

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6 min read
OpenAI GPT-4o mini: Ultra-Cheap Fast Small Model Reshaping Cost-Per-Token Economics for Production Apps

OpenAI GPT-4o mini: Ultra-Cheap Fast Small Model Reshaping Cost-Per-Token Economics for Production Apps

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4 min read
AI Agent Testing: Why a 77% Pass Rate Can Mean 53% in Production

AI Agent Testing: Why a 77% Pass Rate Can Mean 53% in Production

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7 min read
Generated Verified, Valid Faithful: Why I’m Building Protocol 17

Generated Verified, Valid Faithful: Why I’m Building Protocol 17

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3 min read
The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification

The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification

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2 min read
How to Tell When Your LLM's Knowledge Actually Stops

How to Tell When Your LLM's Knowledge Actually Stops

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2 min read
Stop writing prompts and start building agentic content loops

Stop writing prompts and start building agentic content loops

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3 min read
Putting a Deterministic Cop Between Your LLM and Its Tools Is Not Optional Anymore

Putting a Deterministic Cop Between Your LLM and Its Tools Is Not Optional Anymore

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3 min read
Streaming returned 0 tokens and llama_decode died: asyncio.wait_for was killing my generator

Streaming returned 0 tokens and llama_decode died: asyncio.wait_for was killing my generator

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4 min read
5 Ataques Zero-Trust con LLMs que Afectan Tu Seguridad

5 Ataques Zero-Trust con LLMs que Afectan Tu Seguridad

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5 min read
I built an AI patient, then spent most of my time stopping it from behaving like AI

I built an AI patient, then spent most of my time stopping it from behaving like AI

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3 min read
Scoping AI Agents for Real Work: Where Research Hits Deployment Reality

Scoping AI Agents for Real Work: Where Research Hits Deployment Reality

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2 min read
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