Dev.to
What is an LLM actually doing when it's "thinking"?
Ever wondered what an LLM is doing when it's "thinking"? In this episode of Release Notes Explained,...
AI Community
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: Apr 10, 09:30 PM
Related Articles from Latest Community Posts
Top articles selected from keyword overlap with the latest 10 community posts.
- 1Turn your Zapier integration into an AI growth channel
RanketAI editorial:More of your customers are working inside AI tools now, not switching between apps. If they can't reach your product from inside Claude or ChatGPT, they're going to use something they can. Zapier's…
- 2From fragmentation to fidelity: How Wayne-Westland built a literacy system that works
RanketAI editorial:On the most recent National Assessment of Educational Progress, only about one in four fourth graders in Michigan scored at or above proficiency in reading--a stark reminder that too many students are…
- 3Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required
RanketAI editorial:Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team…
Dev.to
"I Pointed Claude Code at My Local Ollama Models — Here's the 3-Minute Setup"
How to route Claude Code, Codex CLI, and Gemini CLI to your local Ollama models through a single localhost proxy — no API keys, no cloud costs.
Dev.to
The Formula Was Exact. The Assumption Was Wrong. That's Not an AI Problem.
Your geology will always govern your geophysics. My lecturer said it once. I wrote it down. I...
Dev.to
When AI Makes You Forget How to Code
The junior engineer sat across from me in a conference room that smelled like stale coffee and...
Dev.to
I Keep Telling Claude the Same Things. So He Started Writing Them Down Himself.
A small moment that changed how I think about AI coding tools. If you've used Claude Code for...
Dev.to
Rune: A Rust-Native AI Runtime — And Why It Needs Contributors
I have been building Rune over the past few weeks — a Rust-native AI runtime that acts as a personal...
Dev.to
Most of your Claude Code agents don't need Sonnet
I run about 50 Claude Code agent calls a day. Only 8 of them need the expensive model. The rest?...
Dev.to
Why I needed Durable Execution to Read a Toy Manual
Watch me take a Japanese toy manual and turn its translation into a bulletproof, AI-powered ETL...
2by Shy Ruparel
Dev.to
I got tired of copy-pasting between Claude and Chrome.
My workflow looked like this: I'm building a webapp, I hit a bug. I open Chrome, inspect the page,...
1by Valentin Monteiro
Dev.to
Why Do Local AI Agents Forget You?
Every local AI agent I built before this one had the same problem: restart the session, and it had no...
1 commentsby Ankit Pangasa
Dev.to
Voice-Controlled Local AI Agent
Building a Voice-Controlled Local AI Agent using Python, Whisper, and LLMs 🚀...
1by Dev Bhavsar
Dev.to
Simplifying the AI Testing through Evaliphy
I have been a QA consultant for more than a decade. I test software for a living. APIs, UIs,...
1by Priyanshu S
Dev.to
AI-Generated PRs Lack Human Oversight, Leading to Poor Code Quality: Implementing Review Guidelines as Solution
Introduction: The Rise of AI-Generated Code and Its Challenges The integration of AI...
by Denis Lavrentyev
Dev.to
Reviewing AI Generated Work
How to review AI-generated code effectively, what failure modes to watch for, and how to maintain quality standards as code volume increases.
by Steve McDougall
Dev.to
Managing Expectations in the AI Era
How to have honest conversations with stakeholders about AI productivity — what actually changes, what doesn't, and how to set realistic expectations.
by Steve McDougall
Dev.to
Redefining Engineering Roles in the AI Era
AI makes implementation cheaper and judgment more valuable. Learn how engineering roles, hiring, and team design are changing.
by Steve McDougall
Dev.to
I built a self-hosted multi-agent AI platform – here's what I learned
Most AI agent platforms give you one assistant with access to everything. Your files, your APIs, your...
by Greeves89
Dev.to
Build a RAG Pipeline from Scratch in Python: A Step-by-Step Guide
Turn any folder of documents into an AI that actually knows what it's talking about — no hallucinations, no expensive services, just Python and your own data.
by Akhilesh Pothuri
Dev.to
Automating Your Literature Review: AI Tools for Niche Researchers
Screening thousands of PDFs for your systematic review? Manually extracting data is a monumental,...
by Ken Deng
Dev.to
Red, Green, Refactor… and AI: How I Turned AI Into a Reliable Pair Programming Partner
AI generates code fast, but without structure it produces bloated PRs, unnecessary abstractions, and code nobody understands. I applied TDD as a framework for human-AI collaboration: one failing test, minimum code to pass, refactor, repeat. A guidelines file trains the AI to follow the cycle, and a set of context files give it project memory between sessions. The result: smaller PRs, faster reviews, real ownership, and predictable quality. The human thinks, the AI implements. At the end of the article you'll find an example of the guidelines I give the AI to work together doing TDD.
by Ivan Jijon
Dev.to
ChatGPT Voice Mode Runs on GPT-4o. That's the Problem.
Most people assume voice interfaces get the best model. OpenAI's ChatGPT voice mode proves that...
by Aamer Mihaysi
Dev.to
I Let 5 AI Agents Loose on One Repo. It Was a Disaster. So I Built This.
Last month I tried something ambitious: split a feature across five AI coding agents running in...
by Levi
Dev.to
I Built 11 Autonomous Agents for Healthcare Revenue Cycle. Here Is the Full Architecture.
How I Built a Self-Correcting Multi-Agent System for Healthcare — and Why Standard ML...
by Anil Prasad
Dev.to
AI News Update: April 10, 2026 - A Week of Breakthroughs and Concerns
AI News Update: April 10, 2026 - A Week of Breakthroughs and Concerns Published: April 10,...
by Amit Mishra
Dev.to
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs
From Overwhelm to Insight: Navigating the Modern Code Jungle You clone a promising...
by Midas126
Dev.to
Large Language Models, Explained Like You're a Curious Human
Everything you need to know about how ChatGPT-style AI actually works. What Actually Is...
by Sabita kumari
Dev.to
I slashed my AI token costs by 90% by "interviewing" my code. Here's the tool. (Show DEV)
Most AI code wikis are useless. I built an agentic workflow that captures "why" you wrote code, not just "what." Slashing context usage by 90%. Star the repo below! ⭐
by Tuan Duong
Dev.to
From Monolithic Prompts to Modular Context: A Practical Architecture for Agent Memory
Most teams building on top of LLMs treat the system prompt as a static artifact — write it once, tune...
by Joe Provence
Dev.to
How I Built a Voice-Controlled Local AI Agent with Python and Groq
What I Built I built a voice-controlled AI agent that can take spoken input and convert it into...
by Sanvi_Kulkarni
Dev.to
Five Atomic Skills, Two Approaches: Claude Code and a Paper
The Paper's Claim In late 2025, a paper appeared on arXiv arguing that the way the field...
by Laurent DeSegur
Dev.to
AI Agent Monitoring: How to Observe Autonomous AI Agents in Production
Learn how to monitor autonomous AI agents in production using OpenTelemetry and OpenObserve. Track traces, metrics, and logs to catch failures, cost overruns, and latency issues before users do.
by Simran Kumari
Dev.to
Drilling boreholes taught me something AI keeps reminding me of.The formula can be perfect. The model can be correct. Yet the result is still dry.Because the assumption about the ground (or the environment) was wrong.
The Formula Was Exact. The Assumption Was Wrong. That's Not an AI Problem. ...
by Daniel Nwaneri
Dev.to
Building a Voice-Controlled Local AI Agent: A Journey into Speech-to-Text and Tool-Use
In the era of Large Language Models (LLMs), the gap between "chatting with an AI" and "controlling...
by Amartya
Dev.to
EidolonDB – Self-managing memory for AI agents
I got tired of my agents making things up in long-horizon or multi-session workflows. So I built a...
by Brandon Miller
Dev.to
Machine Learning and Scam Detection: The Future of Online Safety
ML to blocklists: the next five years of the arms race between fraud and detection and what the arms...
by James Smith
Dev.to
AI Model Pricing Is a Mess — Here Is How We Track It
AI Model Pricing Is a Mess — Here Is How We Track It There are over 100 LLM models...
by Simon Sharp
Dev.to
I Built an AI SEO Monitor That Remembers Everything
Most SEO monitoring tools give you a snapshot: today's clicks, today's issues, today's...
by Haripriya Veluchamy
Dev.to
I built a secure runtime for AI agents with Rust and Linux kernel features
Source Code: skwuwu / Analemma-GVM ...
by Kyubin Kim
Dev.to
The $400M AI FinOps Gap: Why Cost Visibility Isn't the Same as Cost Control
A Hacker News thread from late 2025 opened with a single line: We spent $47k running AI agents in...
by Logan
Dev.to
Building a Voice-Controlled Local AI Agent with Whisper, Groq & Streamlit
Building a Voice-Controlled Local AI Agent with Whisper, Groq & Streamlit For my Mem0...
by Manushree Patil
Dev.to
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with AI
From Lost to Found: Navigating the Modern Code Jungle You’ve just been assigned to a...
by Midas126
Dev.to
Claude Code Is Burning Your API Budget: The Model Routing Architecture That Fixes It
Claude Code Is Burning Your API Budget: The Model Routing Architecture That Fixes...
by ~K¹yle Million
Dev.to
How to Fine-Tune GPT-4o-mini on Your Own Guardrail Failures (50 Lines of Python)
How to Fine-Tune GPT-4o-mini on Your Own Guardrail Failures (50 Lines of Python) Every...
by Akhona Eland
Dev.to
How We Built an AI That Explains Every Crypto Trade It Makes
Why We Built This Most crypto trading bots are black boxes. They buy. They sell. They lose...
by Dennis Arnum Sørensen
Dev.to
Your AI Guardrail Is a Dead End. Ours Is a Feedback Loop.
Your AI Guardrail Is a Dead End. Ours Is a Feedback Loop. Every AI guardrail on the market...
by Akhona Eland
Dev.to
LLM API Pricing in 2026: I Put Every Major Model in One Table
40+ LLMs, one pricing table. From $0.05/M (Groq Llama 8B) to $180/M (GPT-5.4 Pro). The 100x price spread explained.
by tokenmixai
Dev.to
Using GitHub Copilot CLI with Azure AI Foundry (BYOK Models) – Part 2
In Part 1, you ran GitHub Copilot CLI against a local model using LM Studio. That setup gives you...
by Emanuele Bartolesi
Dev.to
How I Built a Voice-Controlled Local AI Agent from Scratch
Introduction When I first read the assignment brief — "build a voice-controlled AI agent that runs...
by 23B01A05J5 CSE
Dev.to
Building a Voice-Controlled Local AI Agent with Whisper, Ollama & Gradio
Building a Voice-Controlled Local AI Agent with Whisper, Ollama & Gradio ...
by LostAlien96
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