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Guarding a support agent's tool calls: provenance, a customer's yes, written gates and a backend that teaches

Guarding a support agent's tool calls: provenance, a customer's yes, written gates and a backend that teaches

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7 min read
Building a Production-Ready RAG System: Architecture, Optimization & Monitoring

Building a Production-Ready RAG System: Architecture, Optimization & Monitoring

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12 min read
OmniForce MCP server: check any site's AI-search readiness from Claude or Cursor

OmniForce MCP server: check any site's AI-search readiness from Claude or Cursor

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2 min read
Beyond the Impact Receipt: What We're Learning About LLM Routing, Costs, and Reliability

Beyond the Impact Receipt: What We're Learning About LLM Routing, Costs, and Reliability

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6 min read
Ragas vs Truvec for RAG Retrieval Evaluation

Ragas vs Truvec for RAG Retrieval Evaluation

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5 min read
Plug public tenders into an AI assistant in five minutes

Plug public tenders into an AI assistant in five minutes

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5 min read
LLM Evaluation & Benchmarking: Metrics, Frameworks & Production Testing

LLM Evaluation & Benchmarking: Metrics, Frameworks & Production Testing

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14 min read
An AI agent guard claims zero successful attacks. I re-ran its tests.

An AI agent guard claims zero successful attacks. I re-ran its tests.

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8 min read
Mistral Large 4: Inside Europe's First 1-Trillion-Parameter Open-Weight Model

Mistral Large 4: Inside Europe's First 1-Trillion-Parameter Open-Weight Model

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5 min read
Code review can't keep up with agents. Gates can.

Code review can't keep up with agents. Gates can.

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15 min read
How to Choose a Local LLM for Your Hardware (Without Guessing)

How to Choose a Local LLM for Your Hardware (Without Guessing)

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4 min read
Action Safety for Agents: Deciding What an Agent Is Allowed to Do

Action Safety for Agents: Deciding What an Agent Is Allowed to Do

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3 min read
Measuring the Real Cost of an LLM Call: Tokens, Precision, and Honest Numbers

Measuring the Real Cost of an LLM Call: Tokens, Precision, and Honest Numbers

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3 min read
GPT-6.1 Sol for C# Developers: The Model I'd Test on Every Pull Request

GPT-6.1 Sol for C# Developers: The Model I'd Test on Every Pull Request

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14 min read
Advanced Prompt Engineering: Techniques, Patterns & Production Systems

Advanced Prompt Engineering: Techniques, Patterns & Production Systems

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13 min read
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