Editorial Search Archive

Trace agent LLM calls in a background thread with span trees and per-model cost tables, capturing 12k spans per min with zero added latency in tests.

Run self-hosted AgentCrew agent teams on Docker with markdown roles, NATS messaging and MCP tools, shipping scheduled crews with zero code in tests.

Route open-weight inference across DeepInfra and Together AI with live price checks and cache math, cutting monthly model bills 41% in staging tests.

Publish your MCP server to the official registry with server cards and well-known metadata for discovery across 26000 servers. Full FastMCP build.

Compare Claude Opus 5 vs GPT-5.1 Codex on SWE-bench, price per task, and throughput. Codex saves $18.75 per million with 50 tok/s speed. Full math.

Test GPT OSS 20b at $0.02 per million against DeepSeek V3 on coding and MMLU Pro. Open-weight routing cuts task cost by 92%. Full benchmark inside.

See how the MCP Registry tracks 26479 servers at 98.8% alive with 15-minute health checks. Learn what separates live servers from dead ones. Full data.

Build CrewAI Flows with human_feedback gates, emit routing and Slack providers, cutting stuck runs to zero with 3.1s median approval resume in tests.

Benchmark Claude Fable 5.1 vs GPT-6 Astra on latency, throughput, and quality scores. Fable leads 7% faster at 75 tok/s. Full routing guide inside.

Build a Tasks extension MCP server for long-running jobs with live progress, cancellation, and resume. Complete FastMCP pattern with 42ms overhead.

Explore the MCP roadmap shift to stateless 2026-07-28 with Tasks extension and server cards. Scale on plain HTTP with 26479 servers. Full impact.

Discover Temporal human-in-the-loop cookbook with signals and durable timers that wait days at zero compute. Replace polling today. Full build inside.