531 posts tagged with "AI agents"
AI agents and autonomous systems
Agents Will Operate Your Platform With or Without You: What Frigade's Show HN Proves About Agent APIs
A 96-point Show HN turned observed web traffic into agent tools. That demand signal leaves platforms one choice: ship a versioned, scoped, auditable agent interface, or inherit reverse-engineered traffic with none of those properties.
Run Claude Code and Codex on a Remote VPS Without Going Broke: 2026 Provider Rankings After Hetzner's Price Hike
Hetzner's June 2026 price hike killed the default self-hosted agent box. A priced VPS ranking for always-on Claude Code and Codex sessions across a 15x price spread, plus the idle-RAM breakeven math that decides when flat boxes beat metered sandboxes.
Your CI Server Just Became an Agent Tool: What TeamCity's MCP Server Means for Deploy-From-Chat
TeamCity's MCP servers — the community's 87-tool Full Mode and JetBrains' official 2026.1 endpoint — turn builds, tests, and agent pools into agent-callable tools. The CI half of deploy-from-chat is here; per-tool scoping and human approval decide whether it is safe to use.
X Ships a Hosted MCP Server, and Agent Access Is Now Table Stakes
X's hosted MCP server joins Slack, Notion, GitHub, and Stripe in making first-party agent access the default. Here is the concrete production-grade bar — auth, transport, scoping, rate limits — and how it re-sequences your own MCP roadmap.
Who Sent This Agent, and Whose Authority Is It Spending? What the IETF's AIMS Draft Means for MCP Server Auth
The IETF's AIMS draft composes WIMSE, SPIFFE, and OAuth 2.0 into one agent identity model. Here is what a deploy-from-chat MCP server should borrow — and how to prove which agent called and whose authority it spent.
Your REST API Is Already an MCP Server: The Gateway Bridge That Skips the Rewrite (and Where It Breaks)
API gateways can now expose REST operations as MCP tools with no backend rewrite — how Azure APIM's bridge works, what governance comes free, and the five limits that call for a purpose-built MCP server.
Better-PaaS and the 'Agent-First' PaaS Pitch: What a Single-VPS Deploy Tool Gets Right — and Where It Stops at the Second Machine
Better-PaaS puts scoped agent tokens and MCP deploy tools on a single VPS — genuinely good design. A verified inventory of what ships, the principle worth stealing, and the concrete second-machine line where single-box agent surfaces stop and multi-node control planes take over.
Codex Deploys End-to-End Without Leaving Chat: What That Means for Your Deploy API's Trust Boundary
OpenAI's Codex can now generate code, push to GitHub, create a Vercel project, attach a domain, and deploy — all inside one chat session. Here is the five-item trust-boundary checklist a deploy API must meet before an unattended agent should touch production.
Fail Closed Before the Agent Acts: What Conduct's Guard-Before-Every-Tool-Call Model Means for Governing Deploy Agents
Conduct puts a fail-closed policy gate — block, warn, audit, or inject — in front of every MCP and shell action an agent takes. A decision table for deploy, rollback, and secret-read tools, plus which production actions still need a human.