Deep Research reports from ChatGPT, Gemini, and Claude, stored
for reference. These are AI-generated research reports, not
published papers. Each subject has its own page with the prompt
used and links to the individual provider reports.
Subjects
- Coding Agent Best Practices —
Three reports on defining and structuring coding agents (model
routing, subagents, orchestration, context engineering, state
management). March 2026.
- Anthropic Guidance on Building Agents —
Extracted findings from 7 Anthropic publications on agent design,
context engineering, tool use, multi-agent systems, and autonomy.
March 2026.
- AI Slop / Voice Prevention —
Three reports on suppressing AI writing tells and matching a
specific author voice (tell taxonomy, prompt strategies, reviewer
prompts). March 2026.
- AI-Augmented PRDs and AI-Native SDLC —
Three reports on PRD template structure, AI-augmented workflows,
acceptance criteria, failure modes, and AI-native development
lifecycles. March 2026.
- Design Docs for AI Coding Agents —
Three reports on design doc templates, PRD-to-design handoff,
trade-off documentation, implementation phasing, and structuring
design docs as inputs to AI coding agents. March 2026.
- Autolearn v1: Autonomous PoC Learning System —
Three reports on architecting an autonomous AI-native SDLC
pipeline for continuous PoC learning on Kubernetes (structured
planning, agent sandboxing, orchestration frameworks). March 2026.