2026-04-16 — +6 New · 21 Total
Practice (+2 new, 7 total)
- Multi-Agent Orchestration — Orchestration patterns (pipeline, fan-out, supervisor, peer-to-peer), context isolation, real-world examples from Multica, Paseo, and OpenClaw.
- Scheduling & Automation — Cron, heartbeats, event triggers, one-shot timers. Session targeting, delivery, LangSmith vs harness-native comparison.
Showcase (+1 new, 2 total)
- Ghost Account Hunting — Post-mortem: 1000+ ghost accounts drained our platform in 15 days. Full investigation, detection scripts, and prevention playbook.
Skills
- Added abuse-hunter Skill — SaaS batch-registration abuse detection toolkit.
Practice (+3 from Anthropic Engineering, 10 total)
- Long-Running Harness Design — Context anxiety, self-evaluation bias, context reset vs compaction, GAN-inspired generator-evaluator, three-agent architecture (planner/generator/evaluator).
- Managed Agents Architecture — Brain/hands/session decoupling, pets vs cattle, session as durable event log, credential isolation, TTFT p50 -60% / p95 -90%.
- Eval Infrastructure Noise — Resource config swings benchmark scores by 6pp. Floor+ceiling enforcement, 1x→3x→uncapped analysis.
Site
- Replaced AI-generated banner with pixel-perfect SVG-rendered version.
- Added
anthropic.com/engineeringas Tier 0 content source to pipeline. - Synced README (EN + ZH) with all 21 articles across 5 sections.