Editorial Search Archive

McKinsey 2026 survey finds 73% of enterprise workflows are agent-augmented, up from 12% in 2024. Production patterns reveal reliability and governance barriers.

Cisco reports 85% of enterprises pilot AI agents but only 5% reach production. Benchmark the trust gap across reliability, observability, and governance.

Compare Orkes Conductor, Temporal, and AWS Step Functions for agent orchestration: latency, cost per 100K state transitions, and which platform breaks first.

Benchmark three agent evaluation methods: heuristic judges score 94% precision but miss 38% of agent failures. Hybrid catches 97% at $0.03 per evaluation.

Build a serverless MCP gateway on Cloudflare Workers: 7ms edge routing, ISR-cached tool schemas, and Zod validation that serves 5,000 daily agent calls.

Build a Redis PubSub MCP bridge: sub-millisecond tool-call broadcasting across 500 agent pods with zero polling overhead and automatic dead-letter recovery.

Learn how Pinterest deploys 200 production MCP servers across agent workflows: server discovery, token budgeting, and the 7ms routing lessons that scaled.

Deploy Claude Managed Agents for enterprise orchestration: 200 parallel threads, governance policies with approval gates, and a 38ms SOC 2 routing layer.

Cover NVIDIA AIPerf launch: multiprocess inference benchmarking with TTFT, ITL tails, and realistic traffic that ends vanity throughput figures for good.

Build guarded text-to-SQL agents with read-only roles, cost ceilings, and propose-verify-repair loops that hold 98.1% valid queries with zero escapes.

Route test-time compute by difficulty: match best-of-16 accuracy within 0.01 points at 58.9% fewer tokens with calibrated early stopping and halved latency.

Cover GPT-5.4 Pro FrontierScience lead at 36.7%: rubric-graded PhD research subtasks split from saturating Olympiad theory, plus the builder playbook.