AI圈报教程 / 实战普通
My PR demo videos make themselves now, in my voice
内容摘要
How I built a free pipeline that runs on my MacBook: it films the real app, narrates in a clone of my...
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教程 / 实战普通
Weight-Space Programming: how GPT-6 Astra edited Qwen's weights and took MATH-500 from 7.9% to 48.1%
MIT CSAIL's weight-space programming: GPT-6 Astra edited 0.016% of Qwen3.5-0.8B's weights with no gradients and lifted MATH-500 from 7.9% to 48.1%. How it works.
信息来源：DEV Community · GPT / Qwen
教程 / 实战普通
Did Someone Repost My Malfoid AI Portrait? Finding Crops, Flips and Screenshots With Perceptual Hashes (Python, Tested)
You made a Malfoid (Female Malfoy / Fem Draco) portrait, posted it, and a week later a picture that...
信息来源：DEV Community
教程 / 实战普通
How a GPT-5.4 harness scored above GPT-6 Astra and Claude Code on ExtractBench
On LlamaIndex ExtractBench (370 documents, 4,869 pages), my open-source harness KYNEX scores 92.97...
信息来源：DEV Community · GPT / Claude
教程 / 实战普通
Your Agent Logs What It Did. It Has No Record of What It Meant To Do.
@allenheltondev published a post yesterday called What the heck do I alert on anymore?. He runs an AI...
信息来源：DEV Community
教程 / 实战普通
DeepSeek Harness Creator Mode: When the Agent Builds Its Own Plugins — and Why That Needs Guardrails
On 2 November 2026, DeepSeek's Harness team announced Creator Mode for DeepSeek Harness, its...
信息来源：DEV Community · DeepSeek
教程 / 实战普通
Filtering After Retrieval Leaks Your Documents. Put the ACL Inside the Query.
In permission-aware RAG, filtering documents after retrieval is a data leak; the access-control predicate belongs inside the retrieval query itself.
信息来源：DEV Community
教程 / 实战普通
My linter reported 700 problems. Almost all of them were wrong.
AI coding agents read your AGENTS.md or CLAUDE.md on every request. Those files rot like any other...
信息来源：DEV Community · Claude
教程 / 实战普通
Signal #127: Raycast Gets Leaner, Vercel Starts Charging for Memory, and Biome Crosses 500 Rules
This week's tooling news is a mix of quiet performance work and forced decisions. Raycast isolated...
信息来源：DEV Community
教程 / 实战普通
Before you install that agent skill, vet it: building a checker that only blocks on proof
Installing an agent skill is an act of trust. A pack — a SKILL.md plus whatever scripts and...
信息来源：DEV Community
教程 / 实战普通
I Put a Local 7B Model Inside SSMS 21 & 22 (No Cloud, No API Keys)
TL;DR: I built a free, open-source SSMS 21 & 22 extension that plugs a locally-hosted 7B model...
信息来源：DEV Community