AI圈报教程 / 实战普通
When memory returns a plausible answer but violates its boundaries
内容摘要
Most memory demos ask whether a later fact can be retrieved. That is a useful start, but it leaves...
相关推荐
综合分类、实体标签与信息来源匹配
教程 / 实战普通
Tree of Thoughts and MCTS for LLMs: What Happens When You Stop Making the Model Guess Once
Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...
信息来源：DEV Community
教程 / 实战普通
Why LLMs Should Never Touch Money Directly: Building an AI Payment Recovery Agent Solo
How I built REVA for Track 3 of the Razorpay AI Buildathon 2026—and why deterministic guardrails...
信息来源：DEV Community
教程 / 实战普通
The Advice Was "Build on Unique Data." Mine Was a House.
A response to Marina Wyss's How I'd Learn Machine Learning in 2026, from someone who arrived at the...
信息来源：DEV Community
教程 / 实战普通
Run GLM-5.3 Locally: Real Quant Sizes, the llama.cpp Surprise, and the reasoning_effort Trap
Flash on 27 August, the flagship on 28 August. Real quant sizes, why the bigger model has better tooling support than the smaller one, and the default that silently makes it feel slow.
信息来源：DEV Community · GLM / Llama
教程 / 实战普通
Deploying an Agent Substrate Actor After ActorTemplate Left Kubernetes
As of 09/02/2026, the ActorTemplate object no longer exists. It was created, as the name suggests, to...
信息来源：DEV Community
教程 / 实战普通
JuryTrace: make agent-judge failures inspectable
When an agent regression judge says “accept,” the interesting question is often not the score. It is...
信息来源：DEV Community
教程 / 实战普通
Kill a workflow between the effect and its acknowledgement
Retries are comforting until the process dies at the worst possible moment: after an external action...
信息来源：DEV Community
教程 / 实战普通
Spotify Cut Claude Code Token Usage by 90 Percent. The Pattern Works in Any AI Agent
Earlier this week, an engineer at Spotify published numbers that should make everyone running an AI...
信息来源：DEV Community · Claude
教程 / 实战普通
How I stopped an LLM from fabricating citations (a coin-museum story)
I started collecting ancient and world coins this year. It got out of hand fast, the way these...
信息来源：DEV Community
教程 / 实战普通
💙 KindLink - Because “I Want to Help” Is Not a Plan 😭
This is a submission for the Weekend Challenge: Generosity Edition. Have you ever thought: “I...
信息来源：DEV Community