10 min read
Deploy From Your Coding Agent: Wire Railway's MCP Server Into OpenCode
Deploy from OpenCode with Railway's MCP server: create the project, deploy the service, assign a domain, set variables and read logs as agent tool calls.
AI AGENTS
424 articles - page 11 of 36
7 min read
GitHub Copilot SDK for Java: Annotations, Virtual Threads, and BYOK for Enterprise Agent Harnesses
GitHub Copilot SDK for Java adds @CopilotTool annotations, virtual threads, Spring and Jakarta EE composition, and BYOK against any OpenAI-compatible endpoint.
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6 min read
Stop Means Stop: New Paper Finds Agent Approval Gates and Cancellation Leak in Six Frameworks
A new arXiv paper probes six widely used open-source agent frameworks and finds the barrier semantics of approval gates, cancellation, and timeouts hold on none of them. A sibling branch can execute while the user is rejecting another one, and replay can double-execute. The fix is a verified external gate called SoundGate.
6 min read
Vercel Sandbox Gets a Real Network Boundary: Why Egress Control Is the Missing Half of Agent Security
Vercel Sandbox egress control polices outbound traffic on the host with domain policies, CIDR rules, credential injection and deny-all by default.
6 min read
AgentChaos: Fault Injection Shows Agent Robustness Is a Systems Problem, Not a Model Problem
AgentChaos injects server errors, truncated responses and corrupted tool calls into live agents. Pass@1 drops up to 50 points: robustness is a systems problem.
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7 min read
LivePlan: Monitoring and Corrective Steering for Coding Agents, Without the LLM Tax
LivePlan monitors SWE-agent runs and calls an advisor LLM only on drift, raising resolution rates up to 15.2 points for an extra $0.08 per instance.
8 min read
Muse Glimmer 30B: Meta's Open-Weight Local Agent Model, Benchmarks, and Hardware Reality
Muse Glimmer 30B is Meta's Apache 2.0 open-weight multimodal agent model that runs in 24GB. Benchmarks, hardware reality and what the numbers actually say.
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8 min read
OpenAI Ships GPT-5.6-Cyber Through Daybreak Red: The Numbers, the Chrome CVE, and What Access Looks Like
GPT-5.6-Cyber is OpenAI's gated security model, available only through Daybreak Red. The benchmark numbers, the Chrome V8 CVE it found, and who gets access.
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10 min read
Ship a Remote MCP Server: Give Your Coding Agent Cloud Tools in an Afternoon
Ship a remote MCP server: now that MCP is stateless, build one with an agent, deploy it on Railway, and point opencode or Claude Code at the public URL.
10 min read
Give Your Site a Voice: Build a Conversational Support Agent with ElevenLabs Agents
Build a voice support agent with ElevenLabs Agents: grounded on your docs, embedded as a five-line widget, and managed by your coding agent over CLI or MCP.
7 min read
Claude Code Cross-Session Messaging: Your Agents Can Now Talk to Each Other
Claude Code v2.1.224 lets one running session message another over a first-party channel - plain text, permission-aware, with approval dialogs when bypass-mode sessions talk to each other. Here is what ships, how delivery and inbound controls work, and where the feature stops.
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9 min read
Make Your Coding Agent Talk: Audio Briefs from Agent Runs with ElevenLabs
Audio briefs from coding agent runs: end every run with a plain-language summary, pipe it into ElevenLabs text-to-speech, and listen to the MP3 on the go.
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Showing 121-132 of 423 articles
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