Tracks/Track 9 — Engineering Leadership/9-11
Track 9 — Engineering Leadership

9-11: Innovation Programs

Calculating the financial yield of Hackathons, Google’s 20% time, and Skunkworks labs.

1 Lessons~45 min

🎯 What You'll Learn

  • Extract value from Hackathons
  • Govern 20% time
  • Transition prototypes to production
Free Preview — Lesson 1
1

The Prototype to Production Multiplier

A Hackathon generates a massive burst of creative energy. An engineer spends 48 hours building a brilliant AI Slack bot prototype. Executives are thrilled. Then, the prototype gets abandoned and rots.

The financial reality: Building a prototype takes 1x engineering effort. Hardening that prototype for production (security audits, CI/CD pipelines, scaling architecture, monitoring) takes 10x engineering effort.

Do not fund a Hackathon or a dedicated Innovation Team unless the CTO has pre-allocated the massive post-event capital required to actually ship the winning prototypes. Prototypes without production funding are just corporate theater.

📝 Exercise

Review the outcomes of your last 3 internal innovation events.

Execution Checklist

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Telemetry Stream
Inference Architecture
01import { orchestrator } from '@exogram/core';
02
03const router = new AgentRouter({);
04strategy: 'COST_EFFICIENT_SLM',
05fallback: 'FRONTIER_MODEL'
06});
07
08await router.guardrail(payload);
+ 340%

Module Syllabus

Lesson 1: The Prototype to Production Multiplier

A Hackathon generates a massive burst of creative energy. An engineer spends 48 hours building a brilliant AI Slack bot prototype. Executives are thrilled. Then, the prototype gets abandoned and rots.The financial reality: Building a prototype takes 1x engineering effort. Hardening that prototype for production (security audits, CI/CD pipelines, scaling architecture, monitoring) takes 10x engineering effort.Do not fund a Hackathon or a dedicated Innovation Team unless the CTO has pre-allocated the massive post-event capital required to actually ship the winning prototypes. Prototypes without production funding are just corporate theater.

15 MIN
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