Use subagent student personas to pre-review assessments before finalizing
RexDouglass · x · 2026-10-02
@etjernst shares a useful LLM workflow: before finalizing assessments, dispatch subagent "student personas" — e.g. an anxious literal reader, a complaint-prone one, an instruction-skimmer — and have them write stream-of-consciousness reactions and confusions to catch ambiguities. RexDouglass endorses the approach.
More from coding & agent
- Audit: 23% of "wrong" cache hits in a semantic caching benchmark were identical prompts — Reasonable_Royal_621 · 2026-10-02
- Pi 1.0 and Pi Durable Hit HN as Gemini 4 Argon, GPT-6.1 Sol and FLUX 3 Land — Latent Space · 2026-10-02
- 80% to 100% takes weeks even with frontier models, engineer warns after SVG skill grind — pauliusztin · 2026-10-02
- x402 MCP adds keyword search and verified-provider listing for agent endpoint discovery — MountainAssignment36 · 2026-10-02
- Two years of self-built agent runtime scrapped overnight for Harness, movo open-sources the management layer — Alarmed_Future_722 · 2026-10-02
- LitmusAI: open-source eval and monitoring tool for AI agents, from pre-deploy tests to live traffic — Apprehensive-Salt007 · 2026-10-02