My AI agent messed up a UTC time conversion algorithm after I *specifically told it* to make no mistakes. smh
A post by Ben Halpern
Discover AI and tech community posts from GeekNews, Hacker News, Dev.to, Lobste.rs, METR, and TensorFlow Forum. Curated posts are updated daily.
Last updated: Mar 22, 02:18 PM
Top 3 articles selected from keyword overlap with the latest 10 community posts.
trensee editorial:Google has officially released the Colab MCP Server, an implementation of the Model Context Protocol (MCP) that enables AI agents to interact directly with the Google Colab environment. This…
trensee editorial:An inside look at repository-native orchestration with GitHub Copilot and the design patterns behind multi-agent workflows that stay inspectable, predictable, and collaborative. The post How Squad…
trensee editorial:How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI safety safeguards.
A post by Ben Halpern
Every LLM tool invents its own tracing format. Langfuse has one. Helicone has one. Arize has one. If...
An LLM Router is a piece of software that directs prompts to different models. Instead of using...
All Data and AI Weekly #234 - 23 March 2026 ( AI, Data, Agentic AI, Cortex Code,...
When we ask an agentic IDE like antigravity to “explain this” or “write code like this”, what...
Conversation = Messages Array Lesson 4 of 9 — A Tour of Agents The entire AI agent stack...
AI agents are getting good at using the web. But the way they interact with it today is fragile: CSS...
The Problem If you use Claude Code (or any AI coding assistant) seriously, you've hit...
My parent lives alone. After a fall that nobody noticed for hours, I decided to build something that...
The Problem: AI Won't Stay Harnessed If you've been building AI-assisted development...
I keep running into the same problem with LLM apps. This work is based on my previous article on...
Running ML models in production sounds simple until you realize you're paying for servers 24/7 even...
I kept hitting Claude Code's usage limits. No idea why. So I parsed the local session files and...
If you're using Claude Desktop (or any MCP-compatible client), you already know the basics: chat,...
I was building an AI music app and needed a way to export playlists to YouTube Music without making...
Explore transformer failure modes and attention mechanism breakdowns. Learn to identify, analyze, an
Dive deep into RLVR, a novel approach for generating verifiable rewards that enhance the reliability
Local LLM training has a dirty secret. Everyone talks about the magic of custom weights, but nobody...
I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB I was...
By the end of 2026, the average professional will encounter 47 distinct AI tools across their...
Most AI agents are stuck in a loop. They do the same things, make the same mistakes, and have no way...
52 million monthly Ollama downloads. 135K GGUF models on HuggingFace. Qwen 2.5 32B hits 83.2% MMLU running entirely on a Mac Studio. Benchmark every local model against cloud APIs with real cost data.
Why AI-Generated UIs Are All the Same Color — And the Data to Prove It Have you ever...
SGLang is a high-performance serving framework for large language models and multimodal models, built...
Soon you are juggling vLLM, llama.cpp, and more—each stack on its own port. Everything downstream...
This is a submission for the Notion MCP Challenge I'm 24. I dropped out. I'm building an AI...
Amazon Trainium is running over a million Anthropic Claude inference workloads, just won OpenAI's infrastructure business, and costs 50% less than Nvidia alternatives. The chip war has a new leader nobody expected.
I read two papers about improving LLMs at inference time — no training, no fine-tuning, just...
I wanted an AI agent that could check the news, emails, and my calendar. While OpenClaw is currently...
The Game-Changer: How LLMs with Reasoning Can Revolutionize AI Assessment Did you know...
When I started working on my first machine learning projects, I thought I was doing everything...
I was studying English from Murphy's Grammar in Use and kept running into the same problem: every AI...
Build reliable ML deployment pipelines — model versioning, automated testing, canary deployments, and rollback strategies for machine learning in production
Why 3D landmark precision is the new benchmark for biometric accuracy For developers working in...
Cursor bundles agentic editing and multi-file changes in the IDE. Learn how Agent and Composer differ and where to read official Cursor docs.
The Problem LLM agents need tools. But when you have 248 Kubernetes API endpoints or 1068...
There is a schism forming in AI agent development. On one side, the Reflectors — agents that invest...
You’ve deployed your machine learning model. The metrics look great in the lab, stakeholders are...
AI Era Security and OSS: Trivy Compromise, Google and Cloudflare's Countermeasures ...
I built a skill that lets you point at UI bugs instead of describing them to Claude Code The...
The LLM Dependency Test: A New Way to Interview Software Engineers in the Age of AI Tags:...
The Ghost in the Droplet: I Built an Autonomous AI That Whispers to Itself in an Empty...
Artificial intelligence appears powerful on the surface — capable of writing code, generating essays,...
How Zeroboot is Changing AI Agent Isolation Forever Ever tried running 1000 AI agents in...
OpenRouter is the most popular LLM aggregator — and the source of 100+ issues in OpenClaw's tracker. Broken failover, API key leakage, billing opacity, model ID mangling. ClawRouter solves all of them.
The Era of Local Execution AI deployment has shifted from cloud experimentation to the...
Examine AI safety in 2026, comparing Constitutional AI and Reinforcement Learning from Human Feedbac
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