Editorial Search Archive

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.

TypeSafe AI exits stealth with $40M for Jev, a decision model returning typed judgments with calibrated confidence at sub-100ms for software agents.

K2 Horizon ships six Apache 2.0 models from 0.9B to 375B with training data, checkpoints and logs plus rare self-reported benchmark corrections verified.

Design KV cache for 1M-token agents with paged attention, prefix routing, MLA compression and FP8 quantization to cut memory 400x for production fleets.

Arcee AI raises Series B past $1B after building Trinity 400B MoE for $20M, funding next-gen models, DOE science work and proven open-model products.