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How I Built Autonomous AI Agents Using Laravel and Python (Architecture & Real-World Lessons)
内容摘要
When most developers think about building AI agents, they immediately jump into pure Python...
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The Hidden Security Blind Spots in Local AI Workflows
A Japanese version of this is on Note. An increasing number of engineers and creators are running...
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Prompt Engineering Is Dead. Long Live Harness Engineering.
From Prompt to Context to Harness: how three years of AI engineering vocabulary kept renaming the same problem until 40% of agent projects started failing for the same boring reason.
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I Replaced grep-Based Code Review with a Knowledge Graph + MCP. Here Are 3 Bugs Vector Search Missed.
Vector search was finding the wrong files in my AI code review pipeline. Wiring a code knowledge graph through MCP cut review context by 8.3x and surfaced bugs that lived between files.
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Three layers of automated fact-checking for an LLM newsroom (and the bugs that forced each one)
Our site, presentofai.com, publishes AI industry analysis daily with no human in the writing loop:...
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AfterMind: Turning Thoughts Into Stories With AI
AfterMind: Turning Thoughts Into Stories With AI Introduction Sometimes the...
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IA Não é Só Chat: o Mundo de Computer Vision, 3D e IA Multimodal
Quando alguém fala em Computer Vision, a primeira coisa que costuma vir à cabeça é detecção de...
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Teaching an LLM to pull MCP Resources and Prompts on demand (instead of drowning it in context)
Teaching an LLM to pull MCP Resources and Prompts on demand (instead of drowning it in...
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I stopped typing: a hands-on guide to voice-first client work with Wispr Flow (and an open-source Skills kit)
Three real examples, ten minutes of Wispr Flow settings (MCP included), a one-week task list, and four open-source agent Skills you can install today.
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Multimodal robots learn more efficiently
A vision‑language backbone can significantly reduce robot training data requirements, addressing the...
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Building a Closed-Domain Agentic AI Knowledge Assistant with Hybrid RAG
I recently built an "Agentic AI Knowledge Assistant" that combines "Retrieval-Augmented Generation...
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