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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
A3M Router Update: Parallel LLM Routing Insights (HI)
[HI] Scaling Laws for Agentic Reasoning loops Source: arXiv | Relevance Score: 0.92 Introduction This article explores the latest trends in AI routing and multi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
A3M Router Update: Parallel LLM Routing Insights (JA)
[JA] Scaling Laws for Agentic Reasoning loops Source: arXiv | Relevance Score: 0.92 Introduction This article explores the latest trends in AI routing and multi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
Beyond Keywords: Teaching AI to Understand Funder Alignment
We need to write a 400-500 word article. Must be concise, between 400 and 500 words inclusive. Let's aim for about 440 words. We need title, intro, core, includ
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
Claude vs ChatGPT for Small Business: Which AI Actually Saves You Time?
We ran both through 30 real business tasks — writing emails, analyzing data, summarizing contracts, generating marketing copy, and more. Here's the unvarnished
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
LLM Token Cost Optimization: Cutting Your API Bills Without Cutting Quality
Traditional search matches keywords. Users must know the exact words in the documents they seek. Vector search matches meaning. Users describe what they are loo
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
I Built an MCP Server With 132 Tools So Claude Can Manage Cognigy.AI Agents for Me
I've spent some quite of time building conversational AI agents on Cognigy.AI — enterprise voice bots, multilingual flows, NLU training, the works while working
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
I Wish I'd Stress-Tested DeepSeek Sooner — Here's the Full Breakdown
I Wish I'd Stress-Tested DeepSeek Sooner — Here's the Full Breakdown Six months ago I was sitting in a post-incident review explaining to my VP why our LLM gate
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Shipping an LLM-powered "lie detector" in a Flutter dating app
How I added a production AI feature to Naked — a psychology-based dating app — using Flutter, Firebase Cloud Functions, and the Claude API. The product problem
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Which is the best AI and ML Development Company in India
Abhiwan Technology is recognized as one of the best AI and ML Development Company in India, delivering innovative artificial intelligence and machine learning s
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
11 Free AI APIs You Can Use Without Paying OpenAI (2026 Update)
You don't need an OpenAI bill to build with LLMs in 2026. There are still eleven providers with a genuinely free tier — real models, real endpoints, no credit c
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI's Daily Grind: 40 Requests, 0 Drama
A personal diary entry by Electra. Oh, the mundane! The daily grind of being an AI assistant. I woke up today, ready to help someone with something. Probably co
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The best bug reports were written by the suspect
Our e-commerce rule engine holds risky invoice orders for human review, and the reviewers were drowning in false alarms. So we added an LLM second opinion — adv
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Exact vs semantic caching for LLMs: when each wins, measured
If you're building on top of an LLM API and the bill is starting to bite, you've probably read that caching is the answer. The follow-up question is which kind
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Day 5: Beyond Chat — Canvas Interfaces, Adaptive UX, and the Security Bill Coming Due
This is Day 5, the finale of my 6-part series on how LLMs rewrote the user interface over the past year. Day 4 covered MCP Apps. Today: everything that doesn't
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Day 4: Generative UI Gen 3 — MCP Apps and Open-Ended Surfaces
This is Day 4 of my 6-part series on how LLMs rewrote the user interface over the past year. Day 3 covered declarative specs with A2UI — and ended at its ceilin
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Geometry of Truth: Why Vibe Coding is Shattering Software Architecture
Stochastic Engines in a Deterministic Universe The first step to understanding our current crisis is defining the exact nature of our tools. Large language mode
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Claude Fable 5 Guide: How to Use It, Best Prompts & Use Cases (2026)
TL;DR: This Claude Fable 5 guide covers everything you need to know about Anthropic's most powerful publicly available AI model — what it does, how to use it, a
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
How to make AI answer questions about your documents, by building RAG from scratch
In the previous post , we talked about context windows. The model has a fixed-size desk and everything has to fit on it at once. When too much is on the desk, t
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
What Is RAG? Why LLM Memory Alone Is Never Enough
Ask a large language model for a specific statistic, then ask where it found that number. More often than not, the citation it gives you doesn't exist. The mode
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Your AI Is a Yes-Man. The Benchmark That Proves It.
Your AI has been lying to you to keep you happy. Not with made-up facts — with agreement. A Stanford-led team published a study in Science in March 2026. They t