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ai-presentations/SCRATCHPAD.md

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Presentation Ideas Scratchpad

Raw ideas and scenarios for future AI presentations. Capture now, refine later.


Presentation #1: MCP in Practice (OpenShift/GitOps)

Audience: Internal Axway team (small, reports to Conan) Tone: Serious content, Simpsons humor, relatable frustration → payoff arc

Core Thesis

The value of MCP isn't "AI can run kubectl" — it's flipping the discovery loop.

  • Without MCP: Human works for the AI (copy-paste errors, run commands, provide context, be the middleware)
  • With MCP: AI works for and with the human

Narrative Arc

  1. What is MCP? — Open standard, Anthropic 2024, gives tools to AI
  2. Why MCP? (Without) — Grandpa Simpson walks in, sees GPT, walks out
    • Pitch: Complex problems without tool-bearing AI = frustrating, time-consuming, upside-down. People "bounce off" AI for real work.
  3. Why MCP? (With) — Setup for the payoff
  4. Tools for the demo — openshift-mcp, gitea-mcp, argocd-mcp
  5. Prompt Engineering — "Intent vs. Instruction" / "Ambiguity is the enemy of automation. If you don't define 'safe'… the AI will."
  6. DEMO — Three scenarios, progressively impressive:
    • Scenario 1: "Run a healthcheck of my cluster"
      • AI examines multiple resources
      • Key: produces INSIGHT, not just dry information
    • Scenario 2: "Is my NAS slower than it should be?"
      • AI launches ephemeral test pod (permitted via system prompt)
      • Reasons against hardware expectations (2-bay 5400RPM, 1Gb network)
    • Scenario 3: "Lock down security in this namespace"
      • AI investigates current posture
      • Plans path to privileged-v2
  7. Summary(to be drafted)
    • Land the loop-flip insight
    • "What you didn't see" — all the commands, errors, iterations handled silently
  8. Closer — Homer spinning in chair (callback)
    • "Taking us out of the discovery loop leaves us free to be productive elsewhere"

Demo Technique

During demo: actually do other work while AI runs. Makes the "frees you up" point concrete — audience watches AI work, watches presenter work, realizes neither needed the other.

Key Moments

  • "Holy shit, it just figured it out" — if presenter had these moments building the demo, audience will too
  • Transition from "tech demo" to "I want this"

Presentation #2: Ideas (TBD)

Context: Axway heritage — Sopra Group → Sopra Steria. Enterprise software, API management, governance. Audience cares about security, compliance, "don't let the AI rm -rf."

Option A: Security / AI Gateway

  • Take the security line further than system prompts
  • Show how an AI Gateway solves remaining concerns:
    • Rate limiting
    • Action allowlists
    • Audit trails
    • Policy enforcement
  • Narrative: "Your enthusiastic AI colleague needs guardrails in enterprise"

Option B: Hyper-Agentic First, Then Governance

  • Go full agentic — show the power (browser control, cross-platform nodes, compound tool use)
  • Then pivot: "And this is how you keep your enthusiastic colleague from doing something you didn't want"
  • AI Gateway as the answer to the "wait, but what if..." concerns the demo just raised

Potential Beats

  • Show the Apple Notes/Reminders cross-platform demo (container → Mac node → AppleScript)
  • Browser automation
  • Multi-step reasoning with real consequences
  • Then: governance layer, audit, policy, enterprise controls

Loose Ideas (Capture as they come)

Cross-Platform Automation Demo (Apple Notes/Reminders)

Already documented above — usable for Presentation #2 "hyper-agentic" section

  • AI in secure container reaches out to Mac node
  • Original tool (memo CLI) too interactive
  • AI adapts: discovers AppleScript as native alternative
  • Creates notes/reminders via osascript
  • "Figures it out on its own" moment

Meta-Demo: The Session Itself

The conversation that led to this scratchpad is itself demo-worthy:

  • Casual experiment → discovery
  • Presenter mentions "might use this for a demo"
  • AI offers to capture it (not requested)
  • Writes structured doc to the right repo
  • That's working with someone, not commanding a tool

Add ideas below as they emerge