ADD Engineering Leadership Deck
CxO + Director briefing 01 / 06

Slide 01

Everything You Learned Just Expired

CxO + Director + Board
Core claim

Two decades of engineering wisdom — Brooks, Fowler, Kim, DDD, Agile, DevOps — built you a pipeline that takes six to twelve weeks to ship a feature. You built the same feature alone last weekend in a few hours.

The books were not wrong when they were written. But the structure they produced — spec reviews, sprint ceremonies, QA handoffs, change advisory boards — is now the constraint, not the solution.

Timing Agents have been production-capable for fourteen months. Early movers are compounding. Every day the gap widens.

Slide 02

Your Process Is the Constraint You Optimized Around

Structural problem
Idea to production 6-12 wks

Through the pipeline you designed: spec, design, sprint, QA, staging, CAB, deploy.

Same feature, solo Hours

You built it last weekend with an agent. Working software. Not a prototype — a feature.

Best-practice layers 20 yrs

Two decades of wisdom layered like geological strata. The weight is the thing that needs to go.

A product manager writes a spec nobody reads carefully. An architect draws a diagram that goes into Confluence to die. Eight people argue about acceptance criteria. A sprint runs. Six to twelve weeks later — production.

The pipeline you built

Slide 03

Agents Do Not Assist the Workflow. Agents Are the Workflow.

New operating model

What agents do now

  • Listen to customer calls and pull six months of support tickets, APM data, and deployment history.
  • Build synthetic users from real usage data — not personas on a whiteboard — that push back on bad design.
  • Write code, test it against synthetic users, iterate four times, fix edge cases. In minutes.
  • Produce a working POC — not a spec — that your PM and principal engineer evaluate for release.

What you are still doing

  • Three days into quarterly planning with catered lunches and sticky notes.
  • Breakout rooms where teams negotiate dependencies that will not matter by the time anyone builds.
  • Sprint ceremonies, spec reviews, QA handoffs, change advisory boards.
  • Doing everything from the last ten years because you are modern. You are Agile. You are DevOps.

Slide 04

Five People. Not Five Engineers. The Entire Team.

Team structure
Product

Talks to customers

Not someone who writes specs for engineers to interpret. Someone who understands the problem deeply enough to validate the solution. Time with users, not in Jira.

Principal

Knows the system end to end

Architecture, infrastructure, security, deployment, domain. Looks at what agents built and knows whether it is right. Sets guardrails. Builds the pipeline that protects release.

2 Builders

Direct the agents. Ship daily.

Direct agents. Validate output. Release. Every day. Plus a part-time UX expert reviewing flows and clearing the path for release.

Scale model You do not scale by making the team bigger. You scale by adding more teams. Three domains? Three teams. Each self-contained. Each shipping independently.

Slide 05

Forty Engineers Become Five People at Top of Market

CFO lens
Investment shift

Headcount expense drops. Per-person investment goes up. Hiring bar goes through the roof.

The people at the core are the most expensive on the market. Top of field. They have the judgment to know when the agent is wrong and the instinct to design workflows that compound.

Pay for them. If you will not pay top-of-market for the five who replace your forty, you get agents writing code nobody can evaluate, shipping features nobody validated.

Warning That is chaos with better tooling.
What is no longer needed

Every twenty-person team has people whose primary contribution is gathering requirements, writing test plans, updating documentation, scheduling meetings, creating status reports.

Talented people doing work that an agent does in minutes. Pretending otherwise is not kind. It is crueler.

Governance Compliance automated in the pipeline. Security scanning on every commit. Quality gates controlled by code.

Slide 06

Close the Book. Open the Terminal.

Decision close
The window

Every major technology transition has a window. Cloud had one. DevOps had one. Mobile had one. This window is smaller. The advantages compound faster.

You built your career on coordination — getting two hundred people to move in roughly the same direction. That was the job. A real skill. One you earned over decades.

But coordination of two hundred is not the job anymore. Direction of five is. And those are different muscles.