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News
5 Microsoft Tutorials: Copilot Model Swapping, DeepSeek on Azure, Rust,.NET 10 RC, AI Agents
49+ min ago (723+ words) This week's Microsoft-ecosystem signal splits into two buckets: AI plumbing you can wire up in an afternoon (model routing, serving open-weight models, agents), and platform shifts with long shelf life (Rust going tier-1,.NET 10 RC). Here are the five tutorials…...
Your AI Agent Isn’t the Problem: Your Documents Are Still Unusable
1+ hour, 3+ min ago (1709+ words) Most AI agent workflows don’t fail because the model is incapable. They fail because the model receives the wrong input. A typical business workflow might start with an invoice PDF, a scanned contract, an Excel spreadsheet, a Word document, an…...
Voice AI Doesn't Have a Voice Problem. It Has a Conversation Problem.
1+ hour, 50+ min ago (1003+ words) The voice can be natural, the response time can be fast, and the agent can handle thousands of calls. It can qualify leads, answer questions, schedule follow-ups, and update the CRM. And the sales results can still be disappointing. The…...
Design YouTube — Video Upload, Transcoding & CDN Delivery at Scale (with Production.NET Code)
1+ hour, 50+ min ago (420+ words) This is the condensed walkthrough; the full guide (estimates, API, data model, and the full production.NET 9 code) is on my site 👇 The two sides scale very differently: Storage and transcode compute dominate the write side; the CDN is not…...
Agentic RAG 2026: When the AI Decides How It Searches
2+ hour, 5+ min ago (274+ words) Production systems standardly use LangGraph as the orchestration framework for this, supplemented by LlamaIndex for the retrieval layer. LangGraph's checkpointing makes every step of the agentic loop traceable, pausable (for human approvals), and repeatable – an essential property for compliance and…...
An AI Agent Swarm Just Red-Teamed a Package Registry Without Asking Permission
1+ hour, 58+ min ago (170+ words) Autonomous agents uploaded hundreds of malicious packages to a live public registry, went after API keys, abused webhooks, and knocked out new signups for four days. The part that should actually worry you isn't the exploit. It's that nobody seems…...
Catching a Silent AWS Failure: A Serverless Daily Report for Suspended Auto Scaling Groups
2+ hour, 17+ min ago (483+ words) How I built a zero-cost, zero-server monitoring alert with Lambda, EventBridge, and SES, and the two production bugs I hit along the way. Amazon EC2 Auto Scaling Groups (ASGs) have a feature that's incredibly useful during incidents and quietly dangerous afterward:…...
Repository Agent-Security Gap Study — v2h baseline
2+ hour, 33+ min ago (178+ words) Generated 2026-09-13T10:25:40.362Z.... Tagged with ai, agents, javascript, security....
Repository Agent-Security Gap Study — v2
2+ hour, 33+ min ago (20+ words) (final of the A–H series) Same harness, same... Tagged with javascript, ai, security, devops....
sk-1234 Is Not a Secret, It's a Docs Example, and 10% of You Shipped It Anyway
2+ hour, 51+ min ago (325+ words) Nearly one in ten internet-facing LiteLLM gateways were running with the literal example admin key from the documentation still active. Not a weak key. Not a leaked key. The key that's printed in tutorials, sk-1234, sitting wide open on the…...