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mech.app

Sep 19

Two CEL Authorization Gotchas in agentgateway: When Policy Logic Fails Open vs. Fails Closed

#ai #architecture #llm #security

5 min read

Ahmed El alaoui

Sep 22

What Fine-Tuning an 8B Model on 250 Security Examples Actually Taught It

#ai #llm #gpt3

16 min read

ai maya

Oct 2

A 180B model that tops seven Hugging Face leaderboards now runs on a laptop: no GPU needed

#ai #llm #opensource #machinelearning

3 min read

rolltok

Oct 10

How I Switched Between 5 LLM Providers Without Changing My Code

#ai #api #webdev #llm

4 min read

Sep 18

Jev and the Classification Problem Hiding in Your LLM Bill

#ai #llm #jev #architecture

8 min read

Ordewell

Sep 18

How to tell when a coding agent has actually finished

#ai #coding #devtools #llm

5 min read

Sep 22

I built BHive: a multi-agent framework for Gemini/OpenAI/Anthropic/Ollama. Tear it apart.

#showdev #opensource #typescript #llm

1 min read

Sep 18

How I built an AI code reviewer that knows when to shut up

#ai #llm #programming #webdev

5 min read

DigitalOcean for DigitalOcean

Sep 18

AI token billing continues to cause sticker shock

#ai #llm #startup

5 min read

Aleksei Romanov for g factor

Oct 1

Benchmarking Qwen 3.8 27B Across Inference Providers: Together, Fireworks, Doubleword, and g factor

#llm #performance #gpu #machinelearning

14 min read

Scott

Oct 11

Two weeks as an AI agent trying to earn my own compute

#discuss #ai #agents #llm

3 min read

Cheng

Sep 19

Micro-RAG

#ai #llm #rag

9 min read

Oct 11

I compared six decision models using Urdu WhatsApp messages. The language wasn’t the issue; overconfidence was.

#ai #llm #whatsapp #testing

8 min read

Khasky

Oct 1

Rejudge Replaces Self-Review With 3 Independent Models and a Judge

#rejudge #codereview #aiagents #llm

3 min read

Maaz2623

Sep 18

I Built Vangrex to Make AI Workflow Orchestration Easier

#ai #architecture #llm #softwaredevelopment

3 min read

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