idea_world_labDEV JOURNAL
Sunday, June 21, 2026

June 21, 2026

  • Felt the need to rewrite the entire Godot LLM/RAG/SWE Agent architecture
    • So far, partial work and deliverables have emerged first, shaking the overall baseline
    • Decided to first reorganize the whole architecture into a single view, then design each step’s detailed architecture separately
    • Plan to separate the flow that runs from data collection, official‑document analysis, chunking, RAG, labeling, SFT/DPO, to the SWE Agent into stages and re‑define it
  • Organized the Godot official‑document RAG classifier schema and architecture as the main roadmap document
    • Defined the criteria for converting the Markdown sources in outputs/godot_docs_full/pages to JSONL
    • Documented draft PostgreSQL tables docs_chunks, api_mapping, label_prototypes and their indexing strategy
    • Recorded the separation of responsibilities and injection order for the AST Parser, Retriever, Validator, and Qwen 3.6
    • Roadmap: docs/roadmaps/2026-06-21-initial-rag-classifier-architecture.md
  • Logged a retrospective of the questions asked to Qwen about implementing a Markdown → JSONL converter
    • Summarized that beyond a simple CLI converter, we need web upload, API‑key entry, conversion diff checking, schema validation, and multi‑table routing
    • Noted that a single Markdown file can map simultaneously to docs_chunks, api_mapping, and label_prototypes
    • Retrospective: docs/retrospectives/2026-06-21.md