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From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship

From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship

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4 min read
Building a Vertical Corpus Builder: Clean JSONL Datasets for LLM Fine-Tuning

Building a Vertical Corpus Builder: Clean JSONL Datasets for LLM Fine-Tuning

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4 min read
The cheapest LLM call is the one you don't make: a caching layer that actually pays off

The cheapest LLM call is the one you don't make: a caching layer that actually pays off

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3 min read
TALK_TO_TEXT

TALK_TO_TEXT

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3 min read
LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

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4 min read
My AI quality gate scored 40 images. Humor: 7, forty times.

My AI quality gate scored 40 images. Humor: 7, forty times.

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5 min read
Building Your Second Me: A Practical Framework for Encoding Yourself into an AI Agent

Building Your Second Me: A Practical Framework for Encoding Yourself into an AI Agent

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9 min read
The Edit That Fixed 4 Tasks and Broke 1

The Edit That Fixed 4 Tasks and Broke 1

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8 min read
How to Encode Tacit Knowledge into SOC Agents: Five Methods That Actually Work

How to Encode Tacit Knowledge into SOC Agents: Five Methods That Actually Work

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8 min read
Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed

Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed

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8 min read
Prompt injection: your customer-facing AI is an attack surface

Prompt injection: your customer-facing AI is an attack surface

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7 min read
How to Benchmark a Unified LLM API: Node.js Invoice Extraction Under Latency Limits

How to Benchmark a Unified LLM API: Node.js Invoice Extraction Under Latency Limits

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7 min read
Andon Labs a signé le licenciement recommandé par son IA

Andon Labs a signé le licenciement recommandé par son IA

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5 min read
Un system prompt se reconstitue à partir d'une seule réponse

Un system prompt se reconstitue à partir d'une seule réponse

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6 min read
Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.

Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.

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4 min read
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