AI圈报教程 / 实战普通
I Vibe-Coded My Way Out of Angular Upgrades
内容摘要
Do you also hate upgrading Angular versions? Because I do. I maintain a few open-source projects, and...
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Gemma 4's MTP Drafter, Explained: Speculative Decoding and a 4-Bit Drafter at 60% of the Size
What speculative decoding is, how Gemma 4's multi-token prediction drafter rides on the main model, why you would add one, and an exact Q4_0 repack of Google's QAT drafters on Hugging Face that cuts the file to 60% of the size and the memo…
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AI Engineering Is Easy. So How Do We Change How We Work?
In Part 1, I wrote about the uncomfortable part of AI-assisted engineering: the tools are becoming...
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Requests, Promises, Assertions, and Declarations: Rewriting Our AI Agent Workflow as a 1986 'Committed Speech' Machine
Why do 200-line agent prompts, Asimov's Three Laws, and sequential pre-landing checklists all fail the same way? How Fernando Flores's 1986 Committed Speech, Nuel Belnap's 1977 4-Valued Logic, and Tony Hoare's 1978 CSP turned our Makefile …
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教程 / 实战普通
I built an AI that writes resale listings — then refuses to publish the ones it can't prove
My entry for the Hacktoberfest Open-Source AI Challenge, Week 2 (Side Hustle). A reseller I know got...
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A Data Company in an AI World
Anekha Sokhal spent nearly a decade trading energy derivatives at JP Morgan, then came to the US on a...
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The AI Data Paradox: The Safer You Make the Data, the Worse the AI Gets
AI engineers spend enormous amounts of time tweaking small things to achieve bigger gains. Energy is...
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An Agent’s Plan Isn’t Permission
When a coding agent investigates a production bug, it might need to read a repository, query logs,...
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Inside the $30-a-Week Self-Improving Agents Eliminating Enterprise Back-Office Friction
In the high-stakes world of enterprise AI engineering, the default assumption is that reliability...
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Building Better Agents through End-to-End Evals
Deeply understand the task at hand The biggest mistake teams make with agents is...
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Your Financial Agent Passed Every Eval. Can You Defend Its Decision?
In audit, the opinion is the product, and an opinion is only as good as its basis. Being right isn’t...
信息来源：DEV Community