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Why production RAG fails — and the boring metrics that fix it

Why production RAG fails — and the boring metrics that fix it

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6 min read
Compiled AI for GCP Landing Zones

Compiled AI for GCP Landing Zones

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7 min read
Your AI Agent Will Fail in Production Without a Reliability Layer

Your AI Agent Will Fail in Production Without a Reliability Layer

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4 min read
Chunking for RAG: stop tuning the wrong knob

Chunking for RAG: stop tuning the wrong knob

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5 min read
Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.

Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.

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3 min read
We ported how brains manage the cost of thinking to LLM systems

We ported how brains manage the cost of thinking to LLM systems

Comments 2
9 min read
I thought Mnemara would save tokens for cloud based models, that was wrong.

I thought Mnemara would save tokens for cloud based models, that was wrong.

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4 min read
AI Agents write code that compiles, but they still lie to the user. Here is how to fix the pipeline

AI Agents write code that compiles, but they still lie to the user. Here is how to fix the pipeline

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1 min read
I Benchmarked 47 LLM Providers Against Real Queries - Here's What I Found 📊

I Benchmarked 47 LLM Providers Against Real Queries - Here's What I Found 📊

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8 min read
TitanCore Core-1 – Trillion-parameter LLM training infra in C++/CUDA with ZeRO-3

TitanCore Core-1 – Trillion-parameter LLM training infra in C++/CUDA with ZeRO-3

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1 min read
Building and Running Llama.cpp on an Air-Gapped Mac

Building and Running Llama.cpp on an Air-Gapped Mac

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3 min read
从 pip install 到生产部署:AI 自愈 Agent 10 分钟上线指南

从 pip install 到生产部署:AI 自愈 Agent 10 分钟上线指南

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2 min read
AIMO: AI Mention Optimization — The Discipline of Being Recommended by AI Assistants

AIMO: AI Mention Optimization — The Discipline of Being Recommended by AI Assistants

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6 min read
Multi-Agent Kill Switch: Why Stopping the Orchestrator Doesn't Stop the Swarm

Multi-Agent Kill Switch: Why Stopping the Orchestrator Doesn't Stop the Swarm

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11 min read
GroundedQL: a semantic compiler for natural-language Postgres analytics

GroundedQL: a semantic compiler for natural-language Postgres analytics

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2 min read
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