Editorial Search Archive

Discover how Anthropic transcript access for METR plus OpenAI mandatory testing push forces agent builders toward audits and incident reporting now.

Learn how a hardened FastMCP OAuth proxy stops cross-server token reuse and authorization mix-ups with RFC 9207 iss checks and SSRF guards at 38ms.

Cover Factory $200M Series C at $5B backing model-agnostic Droids with 60 percent routing savings, air-gapped deploys, and independence from lab feuds.

Benchmark speculative decoding with SPEED-Bench data showing 2.9x wins at batch 1 collapsing at batch 32, plus vLLM tuning that holds gains in production.

Build a CIMD-hardened MCP server with OAuth 2.1, audience-bound tokens, and URL elicitation that ends token passthrough with only 41ms auth overhead.

Cover Crusoe $3B raise at $30B plus the $13B Jane Street GPU cloud deal, with gigawatt campuses, IPO signals, and a migration playbook for builders.

Cover AIUC $55M raise to scale AIUC-1 audits and agent insurance with 5000 adversarial sims, Big Four backing, and payouts reaching tens of millions.

Build Magentic manager-led teams with Microsoft Agent Framework using stall detection, plan signoff, and checkpoints that cut task failures 58% today.

Build a Tasks-enabled MCP server with durable handles, polling, mid-flight input, and cancel that survives disconnects and cuts long-job failures 72%.

Study agent rot with the geometric decay law showing collapse within 16 steps, plus decomposition and gate patterns that hold reliability in production.

Deploy prompt caching for agents with system-first layout, three tested strategies, and TTFT guardrails that cut API bills 80 percent in production.

Build durable ADK Go 2.0 graph workflows with built-in human approvals, dynamic routing, and 200ms resume that cut orchestration failures 65% in production.