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News
AI Insider puts data to work
2+ hour, 55+ min ago (265+ words) AI Insider has been launched at IBC2026, an AI-powered agent designed to turn the growing volume of data generated by streaming platforms into actionable business and operational intelligence. It can answer questions around channel performance, viewing behaviour, content engagement and platform…...
CrewAI alternatives — when a hosted team fits better
3+ hour, 45+ min ago (149+ words) brewyard.ai CrewAI is an open-source Python framework for building multi-agent systems. You define the agents, their roles, their tools and how they cooperate — in code. You choose the models, you provide the infrastructure, and you keep the system running…...
Data Substrate Versus Vector Db Rag
1+ hour, 29+ min ago (1246+ words) This week’s headlines highlight the rapid evolution of AI in China, with models like Qwen and DeepSeek pushing the frontier of capability. But as these models grow more sophisticated, the conversation around how data is stored, queried, and used as…...
Why I Built cost-guard-mcp: Pre-Flight Cost Guardrails for AI Agents Talking to Data Warehouses
2+ hour, 24+ min ago (747+ words) The query that shouldn't have run Give an AI agent a warehouse MCP server and, sooner or... Tagged with aiengineering, mcp, python, opensource....
Iris-mini and Iris-pro are the strongest open-weight search agents in their class
3+ hour, 32+ min ago (475+ words) The AllSpark team has released Iris-mini and Iris-pro, two open-source search agents along with a full training recipe. According to the paper, the training data and models also improved performance on tasks they were never trained for, including general tool…...
morph-dsv4flash vs GLM-5.1 - AI Model Comparison
5+ hour, 6+ min ago (14+ words) OpenCode Related comparisons. Other model pairs to check....
Your AI Agent Isn’t the Problem: Your Documents Are Still Unusable
3+ hour, 41+ 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…...
68,495 Entries. Zero Restarts. I Still Refused to Sign It Off.
3+ hour, 43+ min ago (1661+ words) The run was good. Seventy-two hours unattended. Two systemd units, both continuously active from launch to close. NRestarts=0 on each. Zero stop, start or failure lifecycle markers inside the window. The tracked working tree clean at close, and nothing executable…...
Agentic RAG 2026: When the AI Decides How It Searches
4+ hour, 42+ 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…...
The Founder Building an Actual Unicorn
1+ day, 15+ hour ago (277+ words) The Free Press Bebo’s, a roadside diner in Pilot Point, Texas, is a fever dream in which no surface has been left uncovered. The walls are papered with vintage Texaco and Coca-Cola signs, alongside mounts of moose heads and eagles....