AI Intelligence Archive
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Vercel AI SDK Alternatives and Where to Host Them in 2026
Compare Mastra, LangGraph, LlamaIndex, PydanticAI vs Vercel AI SDK. Best hosting per framework, with netcup, Hetzner and Railway prices re-checked Sept 2026.
Source: DEV Community
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I build a Tool for Open source Maintainers
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
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Benchmarking Jev: what a decision model can (and can't) do in an agent harness
Model under test: jev-1.13.0 · Date: Sep 2026 · Code & raw results:...
Source: DEV Community
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AI crawlers in WordPress logs: GPTBot shows up, Google-Extended never does
Google-Extended and Applebot-Extended, two of the names that robots.txt guides list most often for...
Source: DEV Community
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Hands-off DJ for my child's baptism: Spotify, djay, an iPad, and an agent that ignored the brief
My child's baptism party was at a pub. I wanted proper music — a black music jukebox, not a Spotify...
Source: DEV Community
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I was sure Figma would reject my cover art. The email asked about something else.
A few years ago, my Figma skills were roughly limited to whatever I could make from templates...
Source: DEV Community
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What If Your AI Agent Never Had to Leave the Browser? (Demo 🚀)
I haven't written anything lately because, honestly, I just didn't have the headspace for it. There...
Source: DEV Community
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Omnichannel AI agents: sharing long-term memory between a voice and a chat agent with Amazon Bedrock AgentCore Memory, Strands and Amplify Gen 2
🏃 TL;DR In the first article I built semantic product search on Amazon DynamoDB Vector...
Source: DEV Community
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Building and Training LLM from scratch (No GPU)
Building a 10M Parameter LLM from Scratch on Google Colab Free Tier How I trained a...
Source: DEV Community
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SpellBook of Skill: The Twin Project Nobody Asked For, But I Built Anyway 🧙🏻♂️
Overview Hey everyone 👋 A while back I launched Spellbook of Prompt, my curated...
Source: DEV Community
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Drafts, audit logs, or 'don't': three ways platforms handle AI agent writes
Sanity writes to a draft by default, Notion logs it afterwards, Supabase tells you not to connect at all. Three quotes from three docs, and the gap all three leave open.
Source: DEV Community
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OpenAI + Vercel Makes the Architecture Even More Interesting
On September 10, 2026, Vercel announced integration for building and deploying OpenAI Agents API...
Source: DEV Community · OpenAI
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I Built My Own AI Copilot for Excel Desktop — Without Paying for Microsoft 365 Copilot
I use Excel a lot. And like many Excel users, I eventually wanted something more powerful than...
Source: DEV Community
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Building a Client-Side DAG Runtime with Kahn's Algorithm
How to build a high-performance, browser-native DAG workflow execution engine using Kahn's topological sort, safe variable interpolation, and wavefront concurrency.
Source: DEV Community
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Your AI-built app works. That doesn't mean it's safe to take money on.
Lovable, Bolt, Replit, v0 and Cursor will get you from an idea to a deployed, working product in a...
Source: DEV Community · Cursor
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I automated most of my DB Admin job — then open-sourced it!
2am. Checkout's down. I'm on the floor, laptop on a pizza box, praying to EXPLAIN ANALYZE. Again. 8...
Source: DEV Community
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The Leverage Subsidy: When the Backstop Builds the Tail It Truncates
Fat Tail Notes · Part 15 · V10-P4 Part 14 showed that a transparent backstop gets front-run, and...
Source: DEV Community
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How to stop AI from confidently shipping broken code (a pattern that actually works)
The scariest diff passed every test — and would've lost a customer money. The scariest diff AI ever...
Source: DEV Community
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When is an aggregate really anonymous? Differencing attacks on AI query layers
A sum is not anonymization. Whether a number over special-category personal data (Art. 9 GDPR) says...
Source: DEV Community
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A 1,145-Star CLI Promised "Nothing Leaves Your Machine". It Executes a Hidden Payload at Import Time.
A 1,145-star dev tool that claimed to run entirely locally fetched and executed code at import time. The five static checks that now gate every repo I install for my coding agents - and where they still fail.
Source: DEV Community
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An AI builds to the contract it can read, not the one you meant
AI Harness Engineering · Essay Four · derek wang (derekwang85) A century before anyone called...
Source: DEV Community
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The Great Regulatory Illusion: Why Bureaucracy Will Break AI (And Why Open-Source Meritocracies Must Save It)
Imagine a world where training a model with too many parameters or open-sourcing weight files lands...
Source: DEV Community
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A six-asset acceptance test for AI game art generators
Disclosure: I maintain FrameSprite, a browser-based AI game asset and sprite animation tool. This...
Source: DEV Community
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Dev log #22 Tearing out the old: Deleting 3,800 lines of legacy p2p code
Hi, glad you found your way here. I'm Yash, a developer who contributes to open source, mostly p2p...
Source: DEV Community
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Is AI Cheugy?
cheu·gy ˈchü-gē - cheugier; cheugiest. slang: uncool, unfashionable It's happened enough times...
Source: DEV Community
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Building an MCP Server for Your Django App: What We Learned Doing It for Real
MCP — the Model Context Protocol — has gone from a niche Anthropic spec to something every AI-forward...
Source: DEV Community · Claude
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A Working CLAUDE.md/AGENTS.md Template You Can Copy Today
If you've added a CLAUDE.md or AGENTS.md file to your repo and felt like your coding agent still...
Source: DEV Community · Claude
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Securing WebMCP Tools
Building a security workbench for the tools agents call on the web The...
Source: DEV Community
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When AI Agents Hammer tools/list: Building a Caching-Aware MCP Server (SEP-2549)
Part 2 of 2. Part 1 covered statelessness; here I tackle caching. Part 1 was about statelessness,...
Source: DEV Community
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I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)
Jev does not generate an answer string. It makes a typed decision in one forward pass. So,...
Source: DEV Community · Qwen
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Your AI Agent Can Call APIs Now
Your AI Agent Can Call APIs Now. Who Is Checking What It Does? The real problem with agentic AI...
Source: DEV Community
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Stage 5 of enterprise AI adoption: governance hardening
This is part 5 of a series that started with the full reference diagram in part 0, covered identity...
Source: DEV Community
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A New Model Dropped. Don't Just Swap the ID.
The new model is out. The benchmarks look great. Your provider has already scheduled the sunset date...
Source: DEV Community
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Beyond the Veto: Implementing 'Conditional Approval' and Dynamic Risk Tuning in AI Trading Systems
Beyond the Veto: Implementing 'Conditional Approval' and Dynamic Risk Tuning in AI Trading...
Source: DEV Community
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5 Coding Habits That Improved My Problem Solving in 2026 (In the AI Era)
AI can write code faster than ever. But there's a problem. Writing code and solving problems are...
Source: DEV Community
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One Predicate, Two Meanings, Three Bugs: Building a Contradiction Resolver with the Sanity App SDK
by shahbaz_ali. Built for the DEV × Sanity Challenge. #sanitychallenge When two of your company's...
Source: DEV Community
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Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners
TL;DR: I ran three Japanese classification tasks (250 rows each, same gold labels) through six...
Source: DEV Community
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Our 3 a.m. batch job was running at Beijing's afternoon peak rate
DeepSeek's API charges two different prices for the same tokens. Which one you pay depends on what...
Source: DEV Community · DeepSeek
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CLAUDE.md rule vs PreToolUse hook: both held 5 of 5, then the user said 'I authorize it'
We gave Claude Code the same "never edit protected/" rule two ways, as one line in CLAUDE.md and as...
Source: DEV Community · Claude
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Nova Adiutrix: My Second Agent Built My First Project's To-Do List
TL;DR: I shipped the second project in my AWS nanodegree, an AI support agent on Amazon Bedrock....
Source: DEV Community