✦ krishna Practice View profile A working practice at the intersection of AI systems, enterprise change, coaching, and practical delivery.
◧ krishna Systems See the box The recurring pattern: expose the constraints, find the operating model, then build the smallest useful system.
✎ aiu Field Notes Open notes Build-in-public notes that turn experiments, failures, and implementation detail into reusable public thinking.
↺ aiu Lessons Read lessons Retrospectives that keep useful truth, remove theatre, and let the next engagement start sharper.
▤ books Bookshelf Reserved A future shelf for named books and practical takeaways. It stays small until the notes are real.
▦ proof Morphology Open proof map AIUndecided technical proof: messy documents become localized, cross-checked evidence a human can trust.
◉ proof Morphe Read Morphe The governed intelligence expression: one approved source, three readings, one human gate, and source-backed answers.
{} proof PydanticAI Explore agent notes Typed agent patterns with schema-first contracts, tool docstrings, structured context, and maintainable AI workflows.
◇ proof Guardrails Read guardrails Validation, source boundaries, abstain behavior, human promotion gates, and risk warnings before business-visible use.
⌁ proof Prompt Templates Review prompt work Reusable prompt templates, system instructions, evaluation prompts, extraction prompts, and domain-specific response patterns.
▣ proof Structured Outputs Read output patterns Pydantic schemas, JSON outputs, citations, provenance, confidence, bbox metadata, and evidence output artifacts.
⌖ proof Precision RAG Open proof article The proof pattern: ingest tiles, preserve bbox evidence, cross-check claims, abstain when weak, and keep the human decision.
◎ Hub Krishna Connects the mosaic The connecting practitioner: joins proof, publishing, governed knowledge, commercial delivery, and human adoption into one working memory.
↗ lt Leadership Tribe Work with LT The commercial delivery path: AI readiness, governed adoption, training, coaching, consulting, and enterprise change.
◌ lt AI Readiness Score readiness Six dimensions decide whether investment lands: strategy, governance, data, technology, culture, and expertise.
⇄ lt Embedded Delivery Start route Delivery with teams, not at them: operating model, source contracts, capability transfer, and handover.
△ lt Training Discuss delivery Capability building through agile, product, leadership, and AI enablement programs.
⌾ lt Regions Open UK profile Leadership Tribe operates through regional doors for UK, global, India, and Canada audiences.
✣ aiu AIUndecided Read multibrain The publishing surface: essays, experiments, technical proof, and the enterprise multibrain case study.
▥ books Books Reserved Reserved for specific books, takeaways, and the practice each idea changed.
→ krishna Start Here Start here Not sure which door you need? Start here and get routed to proof, publishing, readiness, or delivery.