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🗓️ May 2025 Build Log

May 2025 was a deep systems and infrastructure month with three major parallel tracks:

🧱 CORE THEMES​

1. AI Agent Infrastructure & PromptFlow Ecosystem​

  • PromptFlow extensions and debugging
  • Agent deployment in FastAPI + Hugging Face Spaces
  • Memory and embedding via ChromaDB
  • Session summarization and JSONL log handling

2. Knowledge Systems & Content Infrastructure​

  • Obsidian + Docusaurus + Dendrogram maps
  • Multi-schema content workflows
  • Semantic maps and playbooks

3. Educational & Strategic Product Development​

Includes:

  • Interactive exercise systems
  • REDATAM decompression + file parsing
  • Scaling learning infra across multiple courses
  • Job funnel agents + career automation design

May 2025 Build Log​

✅ May 27–28: Econ News Automation + Micro-Narrative Sync​

Built an economic news monitor, Git activity analyzer, and micro-narrative generator synced with Git branches. 🔗 Repo 🔗 Post

✅ May 25: Streamlit + Haystack QA App​

Built a Streamlit-based question-answering app with Haystack; enhanced Google Calendar integration for deployment automation. 🔗 Repo 🔗 Demo

✅ May 22–23: Knowledge Graph + Docusaurus Documentation System​

Designed a modular dendrogram-graph documentation system using Docusaurus, MDX, and macro-clustered content templates. 🔗 Repo 🔗 Live

✅ May 19: PromptFlow Automation via Python API​

Wrote scripts to automate PromptFlow CLI and APIs; built summarization workflows with JSONL output. 🔗 Repo

✅ May 17: UMAP + HDBSCAN Clustering Tool​

Built a modular unsupervised clustering script with UMAP and HDBSCAN, usable in workflow pipelines. 🔗 Repo 🔗 Notebook

✅ May 15: REDATAM Decompression + Census Data Parser​

Decoded and decompressed .rbfx and .rxdb census data formats; mapped file structures and LZMA strategies. 🔗 Repo 🔗 Notebook

✅ May 10–13: Educational App Infra + pdoc Automation​

Refactored course management system, added automated docs with pdoc, integrated Git workflow, and scaled system for multiple Python courses. 🔗 Repo 🔗 Live

✅ May 09: RAG UI + Knowledge Management with Obsidian​

Created a dual-schema knowledge interface for RAG pipelines and Obsidian-based authoring; integrated AI-driven tagging and publishing. 🔗 Repo 🔗 Post

✅ May 07: Memory Management & Embedding System with ChromaDB​

Built a modular embedding and session memory system with ChromaDB, including error recovery and vector clustering workflows. 🔗 Repo

✅ May 05–06: AI SDR Agent & Business Automation Framework​

Designed an AI Sales Development Rep (SDR) flow: prompt schema, Notion integration, smart tagging, and strategic automation planning. 🔗 Repo 🔗 Post

✅ May 04: ChatGPT Log Summarization + SQL Integration​

Developed a schema and summarization system for ChatGPT logs, integrated with SQLite and PromptFlow pipelines. 🔗 Repo 🔗 Notebook

✅ May 01–03: Email + Agent Infra, Hugging Face Deployment​

Refactored AI agent infrastructure with Hugging Face Spaces, Gradio, and FastAPI. Debugged LLM call stack, packaging, and environment issues. 🔗 Repo 🔗 Live Demo

Tags​

RAG, PromptFlow, Obsidian, ChromaDB