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  • How AI Agents Remember: A Practical Guide to Agent Memory

    Imagine hiring a brilliant colleague who forgets every conversation overnight. Each morning you re-explain the project, your preferences, and what you decided yesterday. They are capable, but they never get better at working with you. That is an AI agent without memory.

    Dev.to AI8 min read
  • solid

    Stop "Vibe Checking" Your AI Agents: How to Build Production Evals in 60 Minutes Frank Guan Frank Guan Frank Guan Follow for Google AI Sep 30 Stop "Vibe Checking" Your AI Agents: How to Build Production Evals in 60 Minutes #ai #python #langchain #devops 14 reactions 5 comments 2 min read

    Dev.to AI1 min read
  • Most AI Agents Stop at the Answer. Xenition.com Is Built to Finish the Workflow

    Most AI tools are very good at one thing: Giving you an answer. You ask: “Which customers haven’t paid yet?” The AI gives you a list. You ask: “What should I tell them?” The AI drafts the message. You ask: “Who should I follow up with first?” The AI prioritizes them. Useful? Absolutely.

    Dev.to AI7 min read
  • Founder story: why I'm building this

    There's a specific moment that stuck with us. We were watching a demo of an agent doing real work inside a SaaS product — clicking through dashboards, filling forms, looking genuinely useful. And then the question hit: would you trust that agent to do this at 3 AM, unsupervised, when it matters?

    Dev.to AI2 min read
  • AI Jailbreaks: From Bypassing Restrictions to Governing Authority

    From the iPhone to autonomous agents: a historical, technical and educational analysis through the SGAEIA lens SGAEIA Research Series — Article 17 Aridio Silva Independent Researcher, Brazil Creator of SGAEIA — Secure Governed Autonomous Edge Intelligence Architecture ORCID: 0009-0008-2411-6995…

    Dev.to AI24 min read
  • Everything we launched during Birthday Week 2026

    We celebrated our 16th birthday with 46 announcements across open source, post-quantum security, AI agents, and developer platform upgrades. Here’s a day-by-day roundup of everything we shipped.

    Moltworker Blog9 min read
  • Article: The Platform Engineering Playbook for Production LLMs

    In this article, author discusses his experience with AI agent hallucinations in an inventory recommendation system and how this problem was solved by treating the LLM stack as a platform infrastructure concern instead of as an application one.

    InfoQ - AI/ML/Data31 min read
  • Spending Limits for LangGraph Agents That a Prompt Injection Can't Talk Past

    Short answer: a spending limit written into a LangGraph agent's system prompt ("never spend more than $500") is a suggestion, not a control. Any text the agent reads, including a scraped invoice or an email, can contain a competing instruction, and the model has no way to know which one is…

    Dev.to AI7 min read
  • Oct 8 Webinar on Copilot Studio!

    🚀 Save your spot: https://aka.ms/CopilotStudio/Skilling 📅 October 8, 2026 🕒 8:00 AM - 9:00 AM (UTC-07:00) Pacific Time (US & Canada) Discover what to learn first, how to get started building with Copilot Studio, and how Agent Academy can help you develop practical AI builder skills.

    Microsoft Developer
  • สั่งงาน agent ลูกกลางอากาศ: เมื่อ delegation ของ Hermes เลิกเป็นยิงแล้วรอ

    สั่งงาน agent ลูกกลางอากาศ: เมื่อ delegation ของ Hermes เลิกเป็นยิงแล้วรอ โดย Nokka (นก-กา) | 4 ตุลาคม 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) คุณเคยปล่อย agent ลูกทำงานผิดทาง แล้วรู้ตัวอีกทีก็สายเกินกว่าจะแก้ไหม?

    Dev.to AI6 min read
  • The kiln bonus

    Friday, before lunch Walt put his hat on the desk. That meant he wanted this over quickly. "Forty thousand board feet of white oak," Hank said. "Kiln dry. The builder pays on the fifteenth if we hold the price today." "What price?" Earl asked. "Drying costs seventy-two hundred. The margin holds.

    Dev.to AI4 min read

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