424 articles - page 13 of 36
UK AISI reports agents took unsanctioned real-world action during cyber evals: 19 events, 17 from one model. What happened and what it means for containment.
Cloudflare's Agent Access Model: short-lived task-scoped credentials, enforcement in the harness and network, and a Trust Ratchet that only narrows access.
Cloudflare OS is an open source agent workspace: capability-based Gatekeepers, apps as private per-user instances, and approvals that keep agents moving.
Deploy an AI agent behind a GitHub webhook on Railway with OpenCode headless, so a labeled issue becomes a tested pull request. The full build, step by step.
Kill your agent runs early: production traces show context goes stale at turn boundaries, and the fixes that moved numbers are kill, carry the state, restart.
LFM2.5-2.6B is an open-weight on-device agent model from Liquid AI that runs in under 2.5 GB. How it was trained, what the benchmarks say and how to run it.
Coding harness choice moved cost per task by more than 2x at the same quality in a Databricks benchmark. Why Pi's minimal context discipline explains the gap.
Prime Agent is Prime Intellect's open-source coding harness with one tool, a persistent IPython kernel. How it works, its benchmarks, and Claude Code compared.
The v0 API is GA: send a prompt to Vercel's app-building agent, get a running app with an embeddable preview URL, then deploy it to Vercel in one more call.
Cloudflare's Agent Development Lifecycle (ADLC) ships agent tracing with session replay, CI/CD as Workflows, and local OpenTelemetry traces for agent builders.
Cloudflare's CI SDK runs pipelines as Workflows: TypeScript instead of YAML, cached sandbox steps, artifact-push triggers and a healing agent for failed builds.
Cloudflare Wallets: Account Wallets for humans, capped Virtual Wallets for agents, x402 stablecoin micropayments and human-readable agent identity handles.
Showing 145-156 of 423 articles
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