Tracks/Track 10 — Startup Economics/10-5
Track 10 — Startup Economics

10-5: Scaling Engineering 1→10

Navigating the phase shift from a handful of generalists to specialized roles and structured deployments.

1 Lessons~45 min

🎯 What You'll Learn

  • Transition from IC Founder
  • Install CI/CD guardrails
  • Deploy the first specialized infrastructure hires
Free Preview — Lesson 1
1

Breaking the Generalist Mold

The first 3 engineers built the entire stack: frontend, backend, database, and devops. At 10 engineers, this "hero culture" breaks down. The codebase becomes too large for everyone to hold the entire architecture in their head.

The CTO must enforce "bounded contexts" and begin hiring specialists (e.g. a dedicated DevOps engineer, a dedicated Frontend lead). The financial transition is painful: specialized resources are expensive and occasionally underutilized early on.

A failure to transition away from hero-driven deployments (e.g. "Only Dave knows how to push to production") creates catastrophic key-person risk.

📝 Exercise

Remove manual SSH access to production for all developers and mandate a strict CI/CD pipeline deployment trigger.

End of Free Sequence

Unlock Execution Fidelity.

You've seen the theory. The Vault contains the exact board-ready financial models, autonomous AI orchestration codes, and executive action playbooks that drive 8-figure valuation impacts.

Executive Dashboards

Generate deterministic, board-ready financial artifacts to justify CAPEX workflows immediately to your CFO.

Defensible Economics

Replace heuristic guesswork with hard mathematical frameworks for build-vs-buy and SLA penalty negotiations.

3-Step Playbooks

Actionable remediation templates attached to every module to neutralize friction and drive instant deployment velocity.

Highly Classified Assets

Engineering Intelligence Awaiting Extraction

No generic advice. No filler. Just uncompromising architectural truths and unit economic calculators.

Vault Terminal Locked

Awaiting authorization clearance. Unlock the module to decrypt architectural playbooks, P&L models, and deterministic diagnostic utilities.

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: Breaking the Generalist Mold

The first 3 engineers built the entire stack: frontend, backend, database, and devops. At 10 engineers, this "hero culture" breaks down. The codebase becomes too large for everyone to hold the entire architecture in their head.The CTO must enforce "bounded contexts" and begin hiring specialists (e.g. a dedicated DevOps engineer, a dedicated Frontend lead). The financial transition is painful: specialized resources are expensive and occasionally underutilized early on.A failure to transition away from hero-driven deployments (e.g. "Only Dave knows how to push to production") creates catastrophic key-person risk.

15 MIN
Encrypted Vault Asset

Get Full Module Access

0 more lessons with actionable remediation playbooks, executive dashboards, and deterministic engineering architecture.

400
Modules
5+
Tools
100%
ROI

Replaces all $29, $99, and $10k tiers. Secure Stripe Checkout.