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johnlindquist / piping-08-pipeline-got-smarter.md
Created December 7, 2025 20:11
Scripting Copilot: Your Pipeline Just Got Smarter - Microsoft AI Dev Days Talk Outline

Scripting Copilot: Your Pipeline Just Got Smarter

Microsoft AI Dev Days Talk (15-20 min)


The Pitch

"Same pipes. New intelligence. Upgrade without overhaul."


@johnlindquist
johnlindquist / piping-04-intelligence-on-tap.md
Created December 7, 2025 20:11
Microsoft AI Dev Days: Scripting Copilot - Intelligence on Tap (Talk Outline)

Scripting Copilot: Intelligence on Tap

Microsoft AI Dev Days Talk (15-20 min)


The Pitch

"Water on tap. Beer on tap. Intelligence on tap. Turn the handle, it flows. AI is now a utility."


@johnlindquist
johnlindquist / piping-05-pipe-dream-realized.md
Created December 7, 2025 20:11
Microsoft AI Dev Days Talk: Scripting Copilot - The Pipe Dream Realized

Scripting Copilot: The Pipe Dream Realized

Microsoft AI Dev Days Talk (15-20 min)


The Pitch

"For 50 years, developers dreamed of pipes that carry intelligence. That dream is now real."

Double meaning: Unix pipes + "pipe dream" (a fantasy that seemed impossible). What developers dreamed of is now possible. The vision is real.

@johnlindquist
johnlindquist / piping-02-hot-pipes-cool-code.md
Created December 7, 2025 20:11
Microsoft AI Dev Days: Scripting Copilot - Hot Pipes, Cool Code (15-20 min talk outline)

Scripting Copilot: Hot Pipes, Cool Code

Microsoft AI Dev Days Talk (15-20 min)

Subtitle Meaning: "Hot" intelligence flows through pipes, producing "cool" (excellent, impressive) code. The heat of active AI processing, the coolness of polished results.


THE SETUP

Visual Theme

@johnlindquist
johnlindquist / 10-autonomous-scripts-human-control.md
Created December 7, 2025 19:09
Microsoft AI Dev Days Talk: Scripting Copilot - Autonomous Scripts, Human Control

Scripting Copilot: Autonomous Scripts, Human Control

Microsoft AI Dev Days Talk (15-20 min)


The Pitch

"The best scripts run autonomously but know when to ask. Power with responsibility. Trust but verify."


@johnlindquist
johnlindquist / 04-composable-ai-pipelines.md
Created December 7, 2025 19:09
Microsoft AI Dev Days Talk: Scripting Copilot - Composable AI Pipelines

Scripting Copilot: Composable AI Pipelines

Microsoft AI Dev Days Talk (15-20 min)


The Core Thesis

"Software = Instructions + Tools. Build complex behaviors from simple pieces. Chain AI calls together. Triage, Route, Solve, Verify. Each step is a simple copilot call, composed into powerful pipelines."

@johnlindquist
johnlindquist / 08-markdown-as-programming.md
Created December 7, 2025 19:09
Scripting Copilot: Markdown as Programming - Microsoft AI Dev Days Talk Outline

Scripting Copilot: Markdown as Programming

Microsoft AI Dev Days Talk Outline

Duration: 15-20 minutes Subtitle: "Markdown as Programming"


THE BIG IDEA

@johnlindquist
johnlindquist / 07-ai-for-your-shell.md
Created December 7, 2025 19:09
Microsoft AI Dev Days Talk: Scripting Copilot - AI for Your Shell

Scripting Copilot: AI for Your Shell

Microsoft AI Dev Days Talk Outline (15-20 min)

Subtitle: Your shell just got smarter. Every script can now reason. Every automation can now understand context. The terminal is the AI interface developers already know.


ACT 1: THE HOOK (1-2 minutes)

@johnlindquist
johnlindquist / 05-writing-instructions-not-code.md
Created December 7, 2025 19:09
Microsoft AI Dev Days Talk: Scripting Copilot - Writing Instructions, Not Code

Scripting Copilot: Writing Instructions, Not Code

Microsoft AI Dev Days Talk Outline (15-20 min)


The Subtitle Thesis

"Writing Instructions, Not Code" - The output is still code, but what YOU write is instructions. You describe intent, AI produces implementation. The skill is clarity of thought, not syntax memorization.

@johnlindquist
johnlindquist / 02-from-commands-to-instructions.md
Created December 7, 2025 19:09
Microsoft AI Dev Days Talk: Scripting Copilot - From Commands to Instructions

Scripting Copilot: From Commands to Instructions

Microsoft AI Dev Days Talk (15-20 min)


The Thesis

"We've always been telling computers what to do. First with commands, then with scripts, now with instructions. The interface changed - the intent never did."