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# Developers become Orchestrators: From Human-in-the-Loop to Spec-in-the-Loop


- **Date:** Thursday, Jul 9, 2026
- **Time:** 11:30–12:00 (30 min)
- **Room:** Stage 3 - powered by AWS
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100035-developers-become-orchestrators-from-human-in-the-loop-to-spec-in-the-loop)

## Description

Development teams still struggle with a fundamental question: what can we safely delegate to AI, and what must remain human-owned?
Despite rapid progress in AI tooling, most teams are stuck in “copilot mode” — gaining speed, but also increasing cognitive load, risk, and inconsistency.

In this talk, we show why and how the role of the developer must evolve: from writing code and managing endless shift-left concerns, to designing intent, constraints, and guarantees — and orchestrating AI-driven execution.

We introduce spec-driven development as a governance and execution model for AI-assisted software delivery. Instead of focusing on prompts or tools, we frame AI delegation as a risk- and criticality-aware decision: humans define what must be true (functional specs, architecture decisions, security, SRE, and compliance constraints), and AI is delegated everything else.

To make this concrete, we present a realistic end-to-end experiment:
a non-critical internal service built with maximum AI delegation. Humans provide: Functional specifications and ADRs, Non-functional requirements (security, reliability, coding standards) and Release and compliance constraints

From there, AI generates implementation, tests, CI/CD pipelines, packaging, and deployment artifacts — fully automated.

On stage, we demonstrate how changing a specification (for example an SLO or security requirement) triggers repeatable, auditable regeneration of code and infrastructure — without manual re-implementation. We deliberately push this approach to its limits to show where it works, where it breaks, and why it must never be applied blindly to critical systems.

Attendees will leave with:

A clear understanding of the guardrails required for safe AI delegation.
A practical delegation matrix for AI-assisted development.
A mental model for specifications as an execution boundary, not documentation.
A realistic, experience-based view of fully automated delivery for low- and medium-critical systems.

## Speakers

### [Bastian Heilemann](https://www.wearedevelopers.com/@bastian-heilemann)

Lead Cloud Native Solution Architect at Carl Zeiss
### [Stefan Bley](https://www.wearedevelopers.com/@stefan-bley)

Software Architect at ZEISS Digital Innovation


## Related talks at this congress

- [High Quality AI Development](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1459-high-quality-ai) — David Tielke
- [The best SDLC is the one you build yourself: Why orchestration changes everything](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1064-the-best-sdlc-is-the) — Jovana Dunisijevic
- [From Vague Ideas to Precise Specifications – AI as Process Catalyst](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1348-from-vague-ideas-to) — Patrick Schnell
- [Building the next generation of AI developer tools](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1074-building-the-next) — Krzysztof Cieślak