AI Agent Architecture — Full Text

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Every label read off the original diagram, section by section, top to bottom. Items in amber are flagged as [unclear] — they were genuinely blurry in the source even after sharpening + a second read. The source is an AI-generated infographic, so a few badge numbers and labels repeat or skip in the original itself; those are transcribed faithfully.

Core Orchestrator

1.Human Intent & Interface

2.Goal Interpreter & Task Decomposer

3.Planner / Strategist / World Model

Sub-block — Memory System (left of core)

Sub-block — Verification & Assurance (right of core)

4.Specialist Agent Swarm

Row 1

Row 2

5.Communication Bus & Protocol Layer

6.Tools & API Connectors

7.Execution & Action Layer

8.Self-Improvement & Learning Loop

9.Real-World Outputs & Impact

Left column · 01–50

  1. 01Intent Chat
  2. 02Voice Input
  3. 03Upload Doc
  4. 04Set Goal
  5. 05OKR Input
  6. 06Feedback
  7. 07User Research
  8. 08Market Scan
  9. 09Data Collection
  10. 10Competitor Watch
  11. 11Trend Analysis
  12. 12Insight Report
  13. 13Code Repo Scan
  14. 14Bug Triage
  15. 15Unit Test
  16. 16Refactor Code
  17. 17Code Review
  18. 18CI / Build
  19. 19Draft Doc
  20. 20Edit Content
  21. 21Style Review
  22. 22Fact Draft
  23. 23Visual Compose
  24. 24Permissions Agents [unclear]
  25. 25Policy Insp [unclear]
  26. 26Alignment [unclear]
  27. 27Human Approval Gates
  28. 28Code Base Scan
  29. 29Dashboard Build
  30. 30Forecast Model
  31. 31Data Clean
  32. 32SQL Query
  33. 33Contract Draft
  34. 34Compliance Scan
  35. 35Compliance Scan [unclear — label duplicated in source]
  36. 36Audit Prep
  37. 37System Monitor
  38. 38Performance Check
  39. 39Uptime Watch
  40. 40Anomaly Detect
  41. 41Threat Hunt
  42. 42Vulnerability Scan
  43. 43Patch Deploy
  44. 44Playbook Run
  45. 45Workflow Build
  46. 46Lead Connect [unclear]
  47. 47Task Automation
  48. 48DBA Update [unclear]
  49. 49Integration Test
  50. 50Push Deploy

Tail items below 50 (Execution-layer overflow, badge numbers garbled in source): Handoff Agent · Reassign Agent · Resolve · Escalate Agent · Escalate Human

Right column · 51–100

  1. 51Retrieve Memory
  2. 52Vector Search
  3. 53Knowledge Graph
  4. 54Context Load
  5. 55Save Insight
  6. 56Archive Doc
  7. 57Test Case Gen
  8. 58Run Tests
  9. 59Fact Check
  10. 60Source Verify
  11. 61Score Output
  12. 62Red Team Test
  13. 63Adversarial Prompt
  14. 64Jailbreak Check
  15. 65Bias Audit
  16. 66Policy Validate
  17. 67Permission Check
  18. 68Approval Request
  19. 69Approval Granted
  20. 70Approval Denied
  21. 71Log Event
  22. 72Trace Flow
  23. 73Metric Capture
  24. 74Alert Trigger
  25. 75Dashboard View
  26. 76Root Cause [unclear: Root Cause / Audit Capture]
  27. 77Open Browser
  28. 78Read / Write File
  29. 79DB Query
  30. 80Run Script
  31. 81Send Email
  32. 82Calendar Event
  33. 83CRM Update
  34. 84Cloud Function
  35. 85IoT Sensor Read
  36. 86Device Control
  37. 87Robot Command
  38. 88App Integration
  39. 89Workflow Run
  40. 90Deploy Service
  41. 91Process Payment
  42. 92Generate Report
  43. 93Notify User
  44. 94Handoff Task
  45. 95User Notification
  46. 96Feedback Capture
  47. 97Model Fine-Tune
  48. 98Knowledge Update
  49. 99Skill Upgrade
  50. 100System Evolve