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News
Why Autonomous AI Agents Need a Local Action Firewall: Introducing MCPBouncer
28+ min ago (181+ words) Developers are rapidly connecting autonomous AI coding assistants (Cursor, Claude Desktop, Windsurf, Zed, or custom LLM frameworks) directly to local systems via the Model Context Protocol (MCP). While giving AI access to terminal execution, filesystem tools, and databases dramatically accelerates…...
Use host.docker.internal to reach local Ollama from Mule
25+ min ago (19+ words) Problem The flow failed with a connection refused error when the configuration used... Tagged with mule, ollama, inferenceconnector, docker....
🤖 How Backend Engineers Are Building AI-Powered Applications in 2026
1+ hour, 2+ min ago (116+ words) AI isn’t only about training models. For backend engineers, the real challenge is building reliable systems around AI. A typical AI-powered backend might look like: 🌐 Client → sends request ⚙️ Backend API → validates & processes it 🤖 LLM → generates the response 🗄️ Database → stores application…...
One rule set, four places: inline +3,330 tokens, @import +3,442, paths +0 until read
1+ hour, 59+ min ago (79+ words) We put the same 2,004-word rule set in four places and measured the first request of a fresh Claude... Tagged with claudecode, ai, productivity, devtools....
tanstack-fetch: A Typed Fetch Client Built for TanStack Query
1+ hour, 50+ min ago (490+ words) If you're using TanStack Query with native fetch, your query functions may look like this: There's nothing wrong with this. But as the application grows, the HTTP layer usually becomes responsible for much more: This is the problem I wanted…...
Snyk Vulnerability Database
4+ day, 8+ hour ago (144+ words) CVSS assessment by Snyk's Security Team. Learn more The probability is the direct output of the EPSS model, and conveys an overall sense of the threat of exploitation in the wild. The percentile measures the EPSS probability relative to all…...
Claude Code Hooks vs Skills vs Subagents: Three Ways to Extend the Agent, and When Each Backfires
2+ hour, 25+ min ago (41+ words) I reached for the wrong extension mechanism three times before the difference clicked. Hooks, Skills, Subagents: how each fires, what it costs in tokens, and the failure mode nobody warns you about. Tagged with claudecode, ai, agents, devtools....
Two Nodes Can Preserve Availability. They Can't Preserve N+1 Capacity.
3+ hour, 21+ min ago (143+ words) Two-node edge deployment no longer means what it meant two years ago. Red Hat now has two... Tagged with virtualization, openshift, kubernetes, devops....
Agentic RAG 2026: When the AI Decides How It Searches
3+ hour, 37+ 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…...
A Robust CI/CD Pipeline: Dev to Prod
4+ hour, 15+ min ago (393+ words) Originally published on wisl.dev. In modern software development, CI/CD is more than a luxury: it's... Tagged with cicd, devops, githubactions, security....