AI Intelligence Archive
浏览 AIQB 已保存的 9744 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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I Built an AI That Remembers the Promises We Forget
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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The Internet Is Open to Everyone. Filling Out Its Forms Isn't.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Notice Sloth: an open-weight model reads my university notices so I don't have to
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Five cards instead of forty notes: a local model that refuses to guess
A notes folder grows faster than anyone reads it. This tool spends a local Gemma 2 2B on five notes only, caps itself at two minutes, and refuses any card it cannot back with a verbatim quote. Real numbers from a run on a laptop CPU: 0.8 t…
Source: DEV Community
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Break Your AI Agent Before Users Do
Here's a request your travel agent bot will get one day: Book a flight to New York next week and...
Source: DEV Community
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Vector Database Engineering
Vector Database Engineering A deep-dive walkthrough of how vector databases work and how...
Source: DEV Community
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How Flisk Routes Agent Traffic: A Sequence Diagram of One Turn
A sequence diagram of one agent turn in Flisk, from the request through Traefik, the session checkpoint, the model call, and the reply. Shows where state is read, where it is saved, and what a restart does.
Source: DEV Community
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Agent Client Protocol by Hand: Drive gemini --acp Over JSON-RPC on stdio
Start Gemini CLI in ACP mode, send initialize, session/new and session/prompt yourself, and read every message an editor like Zed gets back.
Source: DEV Community · Gemini
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RecallSloth: Your Medical Revision Queue Can Do the Sorting
Source-linked medical recall cards, local AI overlap scouting, and a small Render-powered study queue.
Source: DEV Community
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Sloth AI Folder Tidier: Let Open-Source AI Clean Your Downloads Folder So You Don't Have To
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I...
Source: DEV Community
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The Doomscroll Derailer & Naptime Narrator: Rewarding Laziness with Offline AI Bedtime Stories
🦥 The Doomscroll Derailer & Naptime Narrator Built for the **Hacktoberfest Open-Source...
Source: DEV Community
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My AI Coding Workflow, v3
My AI coding workflow changes every few months, so I give it version numbers. New tools ship, models...
Source: DEV Community
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Humanizer has about 60,000 stars. On 12 public tasks my linter plugin scored 2.67 higher
I wanted to know whether a linter for AI writing tells helps an agent rewrite a file better than a...
Source: DEV Community
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ReviewRadar: the request, a possible reply, and a calmer review session
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
Source: DEV Community
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OweMyGod: a fine-tuned 8B model reads Jakarta debt excuses right 92% of the time (keyword rules: 60%)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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I Built a Local AI to Turn a Shop's Evening Spreadsheet Hunt Into a Fix Queue
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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I Read Every "Jev Engineering" Thread So You Don't Have To
Turns out the "biggest breakthrough since RLHF" is a 3-day-old rebrand of something backend engineers already know.
Source: DEV Community
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LazyDecider: I taught an open-weight agent to fine-tune a model while I slept
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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SlothClerk: a sloth that reads your contracts offline with Gemma
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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ReplyShelf: an open model finds the reply you already wrote
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
Source: DEV Community
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Two Agents, Two Worktrees: Codex Writes the Tests Blind, Claude Code Makes Them Pass
Split TDD across two agents and let git hold the wall: Codex writes tests from the spec, Claude Code is denied edits, git diff checks it.
Source: DEV Community · Claude
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SlothScroll: I Taught Gemma to Read Instagram So I Never Have To
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Sloth Reads: an open model reads my read-later pile overnight, then reads me the good ones
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Sloth-Mode for Your Inbox: Building a Private, Local Email Agent with Gemma 2
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
Source: DEV Community
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Building a WhatsApp Enquiry Assistant with n8n and an LLM That Answers From a Business’s Own Documents.
Most small businesses get thier enquiries at the worst time. A student finishes work at night, opens...
Source: DEV Community
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SlothTriage — How I Used Gemma 2 & MongoDB to Stop Crying Over 50 Unread Slack Pings 🦥
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Multirun: A Multi-Agent Run Framework
Denis ran the same task through ten isolated Claude Code agents at once — each with its own git worktree and its own Postgres branch — and diffed what all ten did to the database. They agreed completely on the schema, then split 5/5 on two…
Source: DEV Community · Claude
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SlothFile: a file organizer that asks before it touches anything
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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90% of the AI Agents Clients Ask For Are Just a Cron Job and One API Call
A founder asked me to build an autonomous AI agent that monitors their reviews around the clock. I...
Source: DEV Community
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Your AI Agent Says “Done.” What Did It Actually Verify?
“Fixed the bug. All tests pass.” Great. Which tests? Did they run? Did they cover the bug—or did...
Source: DEV Community
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One machine, ten coding agents: giving each one its own identity
Ten coding agents sharing one GitHub account costs you three things: attribution, peer review, and an audit trail. Four independent layers fix it — git author vs token, one GitHub App per agent, engine-written commit trailers, and credenti…
Source: DEV Community
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A 1.5B model is a triage signal, not a verdict
What a laptop-sized code model can and cannot do inside an audit pipeline, with the measurements that changed the design.
Source: DEV Community
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19 days, 546 messages, 141 users: building my app by mostly talking to Claude Code
I make Tabby, a free tab manager for Chrome, Firefox and Edge. This week I shipped version 1.2 and...
Source: DEV Community · Claude
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When LLM Inference on CPU Beats Waiting for the GPU
mini-vllm-rs is a single-node LLM inference engine I built in Rust on top of Candle for macOS. It can...
Source: DEV Community
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Security changed with AI, and small teams are falling behind
The third week of October 2026 was a rough one for anyone who runs software on the internet. Two...
Source: DEV Community
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Your agent's memory is quietly going stale
Agents remember everything, including what stopped being true. A new benchmark tests forgetting, not just recall.
Source: DEV Community
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Refund Sloth 🦥: Local AI Agents That Get Your Money Back While You Nap
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
Source: DEV Community
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Roboto Studio at Vercel Ship 2026: meeting GOATs and building moats
Originally posted on the Roboto Studio blog. TL;DR: Vercel Ship 2026 was mostly agent launches. The...
Source: DEV Community
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Seven phases, four gates: the process every AI-written change went through
Yesterday I said process beat prompting. Here's the process. Every change to ParkEase, from a...
Source: DEV Community
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MCP Tool Poisoning: Build the Attack, Then Block It
MCP tool poisoning hides instructions in a tool's description that agents silently follow. We rebuild the attack in Python, then detect it with MCP-Scan.
Source: DEV Community