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DEV Community
dev.to > kielltampubolon > a-fake-mcp-server-spent-three-months-earning-trust-the-tells-were-there-4n6l

A fake MCP server spent three months earning trust. The tells were there

7+ hour, 46+ min ago   (169+ words) Three months of patience. Fake commit history, fake people, fake social proof. The old advice, check the GitHub profile, check the stars, dies exactly here. Every signal on that page was farmed on purpose. We pattern match fast. Active community,…...

DEV Community
dev.to > ryan_zhao > ai-model-evaluation-best-practices-for-testing-and-validation-4nfh

AI Model Evaluation: Best Practices for Testing and Validation

12+ hour, 2+ min ago   (19+ words) Evaluating AI models is... Tagged with ai, evaluation, machinelearning, testing....

DEV Community
dev.to > framemuse > agi-definition-so-you-dont-get-tricked-anymore-10kl

AGI Definition, So You Don't Get Tricked Anymore

12+ hour, 30+ min ago   (563+ words) Binary architecture that we currently have doesn't support random or non-specific way of declaring data - it's either 0 or 1. Modern Random comes from cosmic rays, micro CPU temp fluctuations or Lava lamps - it's impossible to simulate all atoms to understand how…...

DEV Community
dev.to > rick_houlihan_cf110dba340 > how-a-closed-loop-learning-engine-rebuilt-what-ai-knows-about-oracle-3jmg

How a Closed-Loop Learning Engine Rebuilt What AI Knows About Oracle

19+ hour, 33+ min ago   (1270+ words) By Rick Houlihan — with Claude, my implementation partner, who did a lot of the building and most of... Tagged with ai, claude, llm, softwareengineering....

DEV Community
dev.to > puneetkumar2010 > crowdwide-just-became-a-koda-season-2-champion-4dem

🚀 Crowdwide Just Became a KODA Season 2 Champion 👑

20+ hour, 40+ min ago   (119+ words) Honestly, I didn't expect this at all. Around 4–5 days ago, I hosted Crowdwide mainly for... Tagged with webdev, hackathon, showdev, buildinpublic....

Medium
medium.com > @derek.mwale > how-constraints-become-computational-power-c965ef4b9f60

How Constraints Become Computational Power

20+ hour, 3+ min ago   (1252+ words) “” is published by Derek Mwale....

Medium
medium.com > @silva.f.francis > 13-data-science-mistakes-that-are-quietly-wrecking-your-models-with-code-fixes-5082c7e633cd

13 Data Science Mistakes That Are Quietly Wrecking Your Models (With Code Fixes)

1+ day, 13+ hour ago   (396+ words) If you’ve ever trained a model that looked amazing in your notebook and then fell apart the moment it touched real …...

DEV Community
dev.to > renanfranca > when-i-entrusted-tdd-to-an-ai-agent-4mm9

When I Entrusted TDD to an AI Agent

1+ day, 19+ hour ago   (1640+ words) When I first started using AI agents for software development, I kept a clear division of responsibilities. I wrote the tests. The agent implemented the production code and helped me refactor it. At the time, I was using Aider through…...

Medium
medium.com > @aniqramzan5758 > logging-in-machine-learning-systems-why-logs-matter-and-how-to-implement-them-in-python-bc6d5908b7bb

Logging in Machine Learning Systems: Why Logs Matter and How to Implement Them in Python

1+ day, 16+ hour ago   (747+ words) When we build a Machine Learning model, we usually focus on the model itself. We think about: Which algorithm …...

DEV Community
dev.to > sudharsan_nef > tokenprint-an-open-source-3d-visual-debugger-for-llms-and-transformers-2jca

TokenPrint: An Open-Source 3D Visual Debugger for LLMs and Transformers

1+ day, 21+ hour ago   (381+ words) Large language... Tagged with ai, machinelearning, llm, opensource....