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BMBrick

May 24

Stop Engineering Prompts: How an Eval-First Harness Let Us Ship 25 Algorithm Versions Autonomously

#ai #llm #mcp #devops

17 min read

Apr 20

Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

#ai #llm #agents #architecture

3 min read

Lingdas1

May 24

Local LLM Guide: The Complete Series — Find Your Starting Point 👋

#llm #ollama #opensource #beginners

3 min read

May 24

I ran Flux Schnell + LLMs on a $50 GPU. No CUDA. No cloud. No ROCm.

#ai #tutorial #llm #opensource

2 min read

Apr 20

Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

#ai #llm #agents #architecture

3 min read

May 24

Eval Set Drift: How to Know When Your Golden Set Went Stale

#observability #llm #ai #testing

8 min read

May 24

Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy

#ai #llm #prompt #benchmark

8 min read

May 24

Hallucination Detection at the Trace Layer: 4 Detectors You Can Ship Today

#observability #llm #ai #monitoring

10 min read

May 24

Per-Customer LLM Cost Reports (Without Rearchitecting Your Billing Pipeline)

#observability #llm #cost #devops

8 min read

May 24

When Your Tool Returns Garbage, Agents Loop Forever. Here's the 30-Line Guard.

#ai #agents #llm #python

7 min read

Apr 20

Why AI feature rollouts fail before the model does

#ai #product #featureflags #llm

8 min read

Rost

Apr 20

OpenClaw Plugins — Ecosystem Guide and Practical Picks

#selfhosting #llm #ai #openclaw

13 min read

Rost

Apr 20

OpenClaw Skills Ecosystem and Practical Production Picks

#selfhosting #openclaw #llm #ai

11 min read

May 24

Architecting for Speed and Precision: My Blueprint for a Production-Ready RAG System

#ai #systemdesign #llm #rag

4 min read

Aashir As

Apr 20

7 Production RAG Mistakes I Made (And How to Fix Them)

#ai #rag #llm #mcp

5 min read

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