Jev slides

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digital-assembly-line/slides ▶ Start

  1. 01 · The digital assembly line
  2. 02 · What are we gonna do?
  3. 03 · How are we going to do it?
  4. 04 · Who am I
  5. 05 · Icebreaker #1
  6. 06 · Agent Developer Kit
  7. 07 · Icebreaker #2
  8. 08 · This was not a test
  9. 09 · What AI brings to the table
  10. 10 · AI project graveyard
  11. 11 · How to avoid all of this?
  12. 12 · The assembly line
  13. 13 · Let's take an example
  14. 14 · Requirements & UX
  15. 15 · The worst scenario
  16. 16 · Hellish single agent pattern
  17. 17 · Structured workflow
  18. 18 · One task, one agent
  19. 19 · Concept 1: LlmAgent
  20. 20 · Concept 2: Tool
  21. 21 · Concept 3: sub-agents & MAS
  22. 22 · Demo time: multi-agent workflow
  23. 23 · Stuff everything into the context?
  24. 24 · The naive approach to agent memory
  25. 25 · Structured handoffs
  26. 26 · Session and State
  27. 27 · Session state & the 4 state layers
  28. 28 · Typed contracts
  29. 29 · Demo time: session state
  30. 30 · Why decouple?
  31. 31 · Sub-agents vs. tools
  32. 32 · Technological heterogeneity
  33. 33 · Expanding to MCP and A2A
  34. 34 · Model Context Protocol
  35. 35 · Agent to Agent (A2A)
  36. 36 · MCP, server side
  37. 37 · MCP, client side
  38. 38 · A2A protocol
  39. 39 · Demo time: sub-agent to A2A
  40. 40 · Testing, testing… evaluating
  41. 41 · Evaluation metrics
  42. 42 · Evaluation best practice
  43. 43 · adk eval
  44. 44 · And in the end…
  45. 45 · The final architecture
  46. 46 · AI is not the answer to everything
  47. 47 · Q&A

video-talk/slides ▶ Start

  1. 00 · From paragraphs to decisions
  2. 01d · Hook — An LLM writes, Jev chooses
  3. 01a · Jev
  4. 01b · Speakers
  5. 01c · LLM vs Jev
  6. 01e · Writing or picking
  7. 02 · What is Jev
  8. 02a · A classifier you don't train
  9. 05 · Where to use it
  10. 03a · State + questions
  11. 03b · Three question types
  12. 03c · The simplest call
  13. 03d · The code
  14. 03e · noul
  15. 03f · choice
  16. 03g · score
  17. 04 · The three-band pattern
  18. 06 · How does Jev "know" things?
  19. 06a · Step 1 — Guess the next word
  20. 06b · Step 2 — Words become coordinates
  21. 06c · Step 3 — Context changes meaning
  22. 06d · Step 4 — Your options are text too
  23. 06e · Step 5 — Learning to bet
  24. 06f · Step 5 — An honest bet on "UGLY!!!"
  25. 06g · And when it gets it wrong?
  26. 07a · Limits
  27. 07b · Costs
  28. 07c · Not just Jev
  29. 08 · Wrap-up — the multiple-choice test
  30. 09 · What is it, and where?
  31. 09a · Jev sees images too
  32. 09b · box: four numbers
  33. 09c · Is it there? Where is it?
  34. 09d · Name what you are looking for
  35. 09e · How long, and what to know
  36. 10a · Gemini rewrites, Jev confirms
  37. 10b · Gemini replies, Jev evaluates
  38. 10c · Gemini proposes, Jev picks
  39. 10d · Email to Data: Jev guards, Gemini extracts
  40. 10e · Jev vs Gemini on 20 websites
  41. 10f · CSV evaluation: Jev vs Gemini
  42. 10g · Smart router: Jev triages, Gemini only when needed
  43. 10h · TODO — Demo time