A pattern worth copying from Coinbase's fraud agent: the LLM can block a payment the rules allowed, but it can't release one they blocked. It returns only a risk level, and app code applies the policy.
Give the model a one-way lever, not the keys.

A pattern worth copying from Coinbase's fraud agent: the LLM can block a payment the rules allowed, but it can't release one they blocked. It returns only a risk level, and app code applies the policy.
Give the model a one-way lever, not the keys.
Different minds. Different playbooks. Lessons worth learning.
Save this for the week. Comment “WATCHLIST” to get all 7 videos.
(startup lessons, AI founders, startup mindset, AI engineering, building AI products)
#Startups #AIEngineering #BuildInPublic #Founders #LearnInPublic
AWS Agentic AI is changing how we build and deploy AI agents. From observability to production-grade deployment, here's what we're learning. #AIEngineering #AWS #AgentCore #BuildVora
„Wir setzen einfach GenAI ein.“ – und dann? 😄
Jan-Torben Evers zeigt im AI Engineering Bootcamp, wie GenAI und MLOps von der Entwicklung bis zum Betrieb zusammenspielen. 🤖
Zwei Tage Praxis statt Demo-only!
🚀 New to AI engineering? Explore Salesforce Agentforce FDE with our beginner-friendly roadmap.
📘 Read the blog: Salesforce Agentforce FDE: A Beginner’s Roadmap to AI Engineering
Team paying for flat-rate Claude, ChatGPT, or GLM coding plans? Tempr Gateway now supports them. 🛠️
Track your subscription usage and logs right alongside your API keys at a clean $0 cost.
Setup guides: temprhq.io
Cortex tests changes to coding-agent harness files by replaying past fixes and keeping only skills or rules that show a measurable net gain. It avoids adding or deleting text the agent never used. A useful approach for…
#OpenSourceAI #DevTools #AIEngineering
https://arxiv.org/abs/2610.14216
Judging an AI design system by the final image tells you almost nothing. Evaluate the workflow: did retrieval pull the right reference images, did the business rules actually apply.
go.upgradejs.com/zex #AIEngineering
Audiobooks mean large files. If you're serving them via Cloudflare Pages, remember the 20MB per-file limit. You'll need to chunk audio before storage. #AIEngineering
Which engineering role fits your next project? Compare Forward Deployed Engineers and Software Engineers.
🚀 From prompts to #AgenticAI!
Join Tim Wüllner's #AIEngineering Bootcamp:
🛠️ Build RAG systems
🤖 Explore AI agents & MCP
🔐 Master security
📅 November 19 – 20, 2026 |📍 Berlin
Systems Thinking for Agentic AI explores the engineering principles behind reliable, scalable, and production-ready AI agents.
📘 Get your copy: leanpub.com/staai
#AgenticAI #AIEngineering #SoftwareArchitecture #AIAgents #SystemsThinking
☕️ Wir sind wieder in Tyrol 🇦🇹 🥨 Das KI-Weißwurstfrühstück findet am 13.11. im Kufsteiner Innovationsraum statt.
Wir freuen uns auf euch!
Zur Anmeldung: www.coworkingspace.tirol/de/ki-weissw...
Anthropic Is Rethinking Source Control for the Age of AI Coding Agents
#ArtificialIntelligence #AIEngineering #SoftwareDevelopment #DevOps #Git #Claude #CloudEngineering #EngineeringLeadership
DigitalOcean has launched Insights in public preview: OpenTelemetry observability for cloud infrastructure and AI agents in one plane, tracing a single agent turn from model call through every tool invoked. Will cloud telemetry replace external suites?
My coding agent now has to write the rollback before the deploy plan. First week: 2 of 5 changes had no clean way back. Both changed a data shape in place. I split each into two deploys: add the new shape, then drop the old. #claudecode #aiengineering #devops #buildinpublic
200 € sparen? That’s a lot of Döner. 🌯😂
Bis zum 15. Oktober gibt’s bis zu 200 € Frühbucherrabatt. Ab 3 Anmeldungen spart ihr zusätzlich bis zu 100 € pro Ticket.
👉 https://ai-engineering-summit.de/berlin/tickets-berlin/
#AIEngineering #AI #Softwareentwicklung #AIEngineeringSummit
Version pin everything. The unpinned dependency is the one that breaks at 3am. #AIEngineering #BuildInPublic
A new paper proposes X-AgentRed, a self-evolving red-teaming framework for uncovering compositional failures in personal agents that interact across multiple web services. The approach aims to go beyond existing…
#AI #AIResearch #AIAlignment #AIEngineering
https://arxiv.org/abs/2610.13886