AI Intelligence Archive
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GPT-6.1 Terra, Claude Opus 5.5 pricing, and the infrastructure week AI tooling needed
This week wasn't about flashy model releases — it was about the plumbing catching up to the ambition....
Source: DEV Community · GPT / Claude
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GhostTrace 👻: Finding the Ghost in System Logs with Local AI
Hacktoberfest Open-Source AI Challenge: Ghost in the Machine Submission A system error rarely...
Source: DEV Community
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I fetched 30 AI-built sites without JavaScript. 8 of 9 Bolt sites were empty pages.
I build my own sites with AI tools, and after launching a couple of them I wanted a simple answer:...
Source: DEV Community
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From Satellite Pixels to Farmer Decisions: What Building FieldLens Taught Me
This post is part of the Monthly MLH × DEV Writing Challenge — a look back at what I built, how I...
Source: DEV Community
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LLM Plans, Compiler Generates – A Deterministic SQL Generator with the Workflow as Its Contract
AI can already produce SQL that runs – but runnable isn’t the same as auditable. On complex queries,...
Source: DEV Community
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How a Downloads Folder File Can Hijack Your AI Coding Agent
A plain text file dropped in Downloads can hijack your AI coding agent: Forever Security got Codex to run malware in over 90% of tests with no bug involved.
Source: DEV Community
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Cloudflare's KV Cache Exposure Leaked Other Customers' Prompts for Two Weeks
Cloudflare's KV cache exposure on Workers AI let 155 responses leak other customers' context for two weeks, caused by a pool size mismatch and an SGLang bug.
Source: DEV Community
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I Don't Write Code Anymore. I Still Read It.
Agents write all my code now. I still keep asking them to simplify it, because unnecessary complexity creates more to reason about and more places for bugs.
Source: DEV Community
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Requiem: a crash post-mortem that speaks as the program that died
This is a submission for the Hacktoberfest Open Source AI Challenge: Week 4 - Ghost in the...
Source: DEV Community
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My calibration study found the GEO score doesn't predict AI citations. Here's the data
I built a tool that scores websites 0 to 100 on how visible they are to AI answer engines. Then I ran...
Source: DEV Community
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We sent 23 AI agents to our website. Most looked human
AI assistants now open websites for people. You ask ChatGPT to compare two pricing pages, and a...
Source: DEV Community · ChatGPT
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How I Stopped an LLM From Skipping the Investigation, Looping Forever, and Inventing Pods — Without LangChain
An agent loop is just a for loop. The hard part is the invariants inside it — and the deterministic guardrails that catch every predictable failure mode.
Source: DEV Community
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How to Audit Whether Your Website Is Ready for AI Search Citations
A B2B page can rank in Google and still fail to appear when a buyer asks an AI assistant for an...
Source: DEV Community
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Your AI had a $500 refund cap. It issued five of them in one conversation.
An HVAC company in the Midwest gave their AI agent a refund tool in February with one guardrail:...
Source: DEV Community
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Prompt Injection Defense for Production Agents: What Actually Works
Prompt injection cannot be reliably filtered, and any defense built on detecting malicious text will eventually lose. What works in production is...
Source: DEV Community
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Chitthi: A Séance Where the Ghost Can Only Quote Itself
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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back from the dead
Possessing fortune-mod: Bringing an abandoned UNIX oracle back from the dead For Hacktober...
Source: DEV Community
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Last week in Agent Security Update 4: Cairn’t Touch This
What a fucking week.... If you've been living under a rock this week, two critical RCE...
Source: DEV Community
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Architectural Deep-Dive: Retriever-Free Retrieval: Navigating Documents with Decision Models
Replacing Vector Databases with Decision-Based Tree Navigation in Production RAG For the...
Source: DEV Community
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To hint or not to hint
We run a practice platform for coding interviews with an AI assistant in the editor. That's the...
Source: DEV Community
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ContextForge: Resurrecting Codebase Blueprints to Slash LLM Token Waste by 90%
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 — Ghost in the...
Source: DEV Community
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Older Card: the later story is louder, and the line is thrown away
Gemma 3 1B may write a remembrance line. If it borrows the later story, or adds a word the older card never used, the line is thrown away.
Source: DEV Community
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Wayback Séance, I asked dead websites to speak and made them cite their sources
What I Built Wayback Séance lets you talk to a website that died. You type an address such as...
Source: DEV Community
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How to Turn Ollama Into an AI Agent That Can Use Tools (Free and Local)
Ollama runs AI models on your computer, but on its own it can only chat. Here's how to turn it into a local AI agent that can search the web, work with your files, and run tasks, with no code and no API bills.
Source: DEV Community · Ollama
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The Last Directory: a local ghost story with a paper trail
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
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Running a Green CI Pipeline Isn't the Hard Part Anymore
Six months ago, your team adopted an AI coding assistant. Pull requests doubled. Generated code...
Source: DEV Community
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Zero-Touch Open Source: How I Automated My GitLab MRs from Email to Merge Train with Antigravity IDE & CodeRabbit
A step-by-step guide to building a 100% autonomous workflow that reads GitLab maintainer emails, resolves reviews with CodeRabbit, heals CI/CD pipelines, and dispatches directly to the Merge Train.
Source: DEV Community
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Your AI said "fixed" but never ran the tests? I made a plugin that won't let it say "done" until they pass
You ask Claude Code, Codex, Cursor, etc. for a quick fix. It changes the code and says "Fixed ✅"....
Source: DEV Community · Claude / Cursor
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The Most Embarrassing Private Key in Web PKI History
The strange thing about this incident is that the certificates looked normal. They had familiar CA...
Source: DEV Community
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Building an AI chatbot for UK users? A UK GDPR checklist for the code behind the chat window
An AI chatbot collects personal data from the very first message. People type their names, email...
Source: DEV Community
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How I keep 13,000 kids' events fresh on Cloudflare Workers (and the 128 MB wall I hit)
Grassy Knees is a directory of real things to do with kids across 42 US metro areas. Its rule is...
Source: DEV Community
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Artifacts are the new apps. Whoever manages them best wins.
Ask an AI to make you something and you get an artifact. A dashboard, a doc, a tracker, a small tool....
Source: DEV Community
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Restoring old family photos locally, and saying what the model invented
Old family photos are the thing most people want restored and least want to upload. The research...
Source: DEV Community
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Marigold: an altar that will not invent the dead
A local ofrenda for Hacktoberfest Week 4. Gemma answers only from memories stored in Tiger Cloud.
Source: DEV Community
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EchoLantern: A Private Little Archive for Memories
A memory doesn't always arrive as a grand story. Sometimes it's a rattling ceiling fan, a pet waiting...
Source: DEV Community
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Ghost Tech: an old appliance repairman haunting your browser
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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MCP Server Audit Logging: What to Log So You Can Answer "Were We Affected?"
When the Deadbugz campaign was published in August 2026, the first question most teams asked was...
Source: DEV Community
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ECHOES: The Ghost in Your Terminal — Haunted Local AI Companion
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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MCP Is the WSDL Moment for Agents
Web services standardised how to describe a service, then spent a decade learning that identity,...
Source: DEV Community
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Slopsquatting: 1 in 5 AI Code Samples Recommends a Package That Doesn't Exist
Slopsquatting: 1 in 5 AI Code Samples Recommends a Package That Doesn't...
Source: DEV Community