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News
Observability has a data problem. AI is about to make it worse.
1+ hour, 59+ min ago (746+ words) OpenTelemetry solved telemetry collection, but exposed a costly storage gap. Bronto says AI will force observability to rebuild around the data layer....
GitHub Copilot app for Beginners: Automate Dependabot pull request triage
1+ hour, 55+ min ago (1036+ words) Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Learn how to build with generative AI. Change how you work with GitHub Copilot. Everything developers need to know about LLMs. Machine learning tips, tricks,…...
MCP Describe Injection: Audit Tool Descriptions Like Code
2+ hour, 43+ min ago (489+ words) A practical guide to a real, under-covered MCP attack surface — and a dependency-audit mindset you can apply today. No vendor required for the checklist at the end. A single install line stamps every tool in an MCP server onto the…...
Building the Core of Timeline Visualizer: A Practical Implementation Guide
2+ hour, 11+ min ago (548+ words) A prototype can make Timeline Visualizer look inevitable. A production design has to explain ownership, failure, recovery, and the evidence behind every successful result. The implementation signals—Python, geospatial data, maps, video—matter, but they are not conclusions by themselves....
The import that worked for months and broke on my first deploy
2+ hour, 27+ min ago (350+ words) This was my first deploy to Vercel, and my first thought was that I'd broken something in that commit. So the import was wrong. Fine. But that raised a much more confusing question: Why had npm run build never thrown…...
Better Uptime Stack: Self-Hosted Health Endpoints, Metrics, Logs, and EU/US Data
2+ hour, 19+ min ago (729+ words) Short answer: for a SaaS MVP serving EU and US customers, start with an external uptime check, a small dependency-aware health endpoint, and low-cardinality metrics plus structured logs owned in a region you can verify. Use a self-hosted stack when…...
AgentConnect — the open-source, multi-agent alternative to Claude Tag
3+ hour, 40+ min ago (441+ words) Bring multiple ACP-compatible agents into the conversations where your team already works with an open-source, self-hostable alternative to Claude Tag. San Francisco, CA · United States (PRUnderground) August 26, 2026 AgentConnect today introduced its open-source platform for teams and multiple AI agents to…...
WSL Usage Statistics: Windows Subsystem for Linux
3+ hour, 50+ min ago (993+ words) WSL reached 16.8% professional use and 15.9% personal use among respondents to Stack Overflow’s 2025 developer survey. This post covers verified WSL usage statistics for 2026: developer survey shares, GitHub activity since the May 2025 open source release, and the Windows desktop base WSL runs…...
From Chef to Staff Engineer, Paola Estefania de Campos De Franco Took the Long Way Into AI Security
11+ hour, 25+ min ago (941+ words) The self-taught engineer from Uruguay built a career across food, education, pandemic health software, financial-grade identity, and now the emerging field of AI agent authentication. “My path does not look traditional,” de Campos says. “But that is exactly why I…...
Stopping the AI Agent Actions No Rule Could See Coming
9+ hour, 11+ min ago (1201+ words) Check Point introduces a new class of contextual AI protection that understands an agent’s full context, intent and behavior across multiple steps, and prevents harmful actions before they execute. AI agents are already operating inside the enterprise. Coding agents write…...