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Latest News & Web Pages
Robots in the orchard: How automation is reshaping greenhouse horticulture in Canada
21+ min ago (1049+ words) Europe risks "total irrelevance" without sovereign tech: Cohere chief Palantir wants to "defend the West," but the West is wary Robots pour cocktails and run marathons, but still can"t multitask Your complete guide to sparking innovation in a digital…...
Agent frameworks create workflows. Production needs run receipts.
22+ min ago (134+ words) Everyone is comparing agent frameworks: Lang Graph, Crew AI, Auto Gen, Open AI Agents SDK, Claude Code, Codex, MCP routers, custom harnesses. That comparison matters, but it misses the layer that starts hurting once the demo works. The framework creates…...
CLI Tools
22+ min ago (430+ words) Introdu'o CLI = Command Line Interface. " um jeito de controlar um programa digitando texto, em vez de clicar em "cones e janelas (isso seria uma GUI " Graphical User Interface). Voc" digita um comando, aperta Enter, o programa executa e devolve uma…...
LLMs That Actually Pen Test: What Post-Training for Security Means for Your AI Stack
28+ min ago (445+ words) Two things landed close together that, read side by side, tell a clear story about where AI security tooling is going. First, the Argus Red team shipped a CLI-accessible model that they post-trained specifically for penetration testing. The pitch is…...
Building a Reliable Messaging Workflow for Automated Guest Communication
22+ min ago (221+ words) Automated messaging is a core feature of many Saa S platforms, especially in industries where real'time communication matters. In short'term rentals, guests expect instant confirmations, reminders, check'in instructions, and follow'up messages. A reliable messaging workflow ensures that every message is…...
Agentic AI: Who's responsible? The AI? Or the developer?
22+ min ago (619+ words) This week, while I was having lunch, I overheard someone talking about the incident that happened in July 2025 where a Florida mother was coerced into paying $15, 000 after an AI cloned her daughter's voice in a way that made it sound…...
100 Days of Dev Ops, Day 1: Linux User Management and AWS Key Pairs
16+ min ago (302+ words) Doing the work and being able to explain the work are two different skills. I've had the first one for 8 years. I'm building the second one now. I'm a Cloud Platform Engineer. AWS, Kubernetes, Terraform, Linux. Regulated environments, healthcare, production…...
Stop Making Your AI Coding Agent Grep Your Whole Repo " Try codebase-memory-mcp
26+ min ago (579+ words) codebase-memory-mcp is an open-source MCP server built to fix exactly that. It indexes your codebase into a persistent knowledge graph " functions, classes, call chains, HTTP routes, cross-service links " and lets your agent ask structural questions directly instead of reading its…...
EGC: Your AI agents never start from zero again
28+ min ago (26+ words) Every time you open a new session with an AI coding tool, it starts from zero. It does not know. .. Tagged with ai, opensource, productivity, claude....
The age of sovereign AI has arrived
26+ min ago (255+ words) The United States dominates through companies such as Open AI, Anthropic, Google, Meta and x AI. China has rapidly emerged as a formidable competitor through Deep Seek, Alibaba and Baidu, supported by a vast domestic market, state backing and one…...