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AI agents

Glowing financial charts on a dark screen, illustrating the Navalia AI agent for finance
Science

Navalia AI Agent: A 35B Model Beats GPT-5.4 on Finance Docs

Navalia AI agent turns company financial reports into verified training tasks and lifts a 35B Qwen model by up to…

Heavy padlock and chain in dramatic light symbolising AI lock-in
Newsbeat

AI Lock-In Survey: 520 Leaders Say the Trap Isn’t the Model

A Stacklok survey of 520 tech leaders finds AI lock-in now lives in integrations and agent workflows, not models. Here's…

Server racks in blue light, representing MCP servers tested by QAmcp
Newsbeat

QAmcp Explained: A 100-Point Test Score for Your MCP Server

QAmcp tests MCP servers from your terminal with a 100-point score, hidden-instruction checks and a GitHub Action. Here's what it…

Glowing code on a dark screen for the langchain-perplexity 1.4.2 release
Newsbeat

langchain-perplexity 1.4.2: The Fix for Vanishing Search Results

langchain-perplexity 1.4.2 fixes a silent bug that left Agent API search_results empty. Here's what broke, who it hit and how…

Glowing shopping cart in the dark, symbolising WebMCP AI agents shopping online stores
Newsbeat

WebMCP on Commerce.com: 100,000 Stores Now Talk to AI Agents

WebMCP is now live on almost 100,000 Commerce.com stores via Cloudflare. Here's what AI shopping agents can do, what merchants…

Server racks in blue light representing AI agent evaluation infrastructure
Newsbeat

AI Agent Evaluation: The 7-Point Checklist Before You Ship

AI agent evaluation done right: why one passing run proves little, how pass^k exposes flaky agents, and the 7-point checklist…

Server room glowing in blue light, the infrastructure behind Uber Genie
Newsbeat

Uber Genie: How Agentic RAG Cut Wrong Answers by 60%

Uber Genie answered 70,000+ engineer questions in Slack. See how its RAG pipeline works and how an agentic rebuild cut…

Glowing smartphone in a dark room, symbolising the vibe coding paradox
Newsbeat

Vibe Coding Paradox: 560,000 New Apps, Downloads Up Just 2%

The vibe coding paradox: AI helped ship 560,000 App Store apps in six months, yet downloads rose 2%. Here's why…

Glowing circuit board in the dark, illustrating the MiniMax M3.1 Flash AI model launch
Newsbeat

MiniMax M3.1 Flash: The $0.15 Agent Model That Was Space Bunny

MiniMax M3.1 Flash costs $0.15 per million input tokens and was secretly OpenRouter's Space Bunny. Benchmarks, pricing and the catches,…

Server racks in blue light representing production-grade AI agents infrastructure
Newsbeat

Production-Grade AI Agents: The 7-Level Maturity Model Explained

Production-grade AI agents need more than a good demo. Here is the 7-level maturity model, a 10-point self-check, and what…