Why a New Lifecycle · Evolution
06 / 14
The Industry Has Done This Before

Each new paradigm required a new methodology

Early 1980s
SDLC
Software Development Lifecycle
Deterministic
Structured process for rule-based software where the same input always produces the same output.
~2013
API-LC
API-Led Development Lifecycle
Integration-First
Mulesoft addressed the unique challenges of building integration-first software and managing API lifecycles across systems.
2025 / 2026
ADLC
Agent Development Lifecycle
Non-Deterministic
AI agents are probabilistic. Standard deterministic methodologies are not sufficient. A new lifecycle is required.
Same pattern. New paradigm. New process required.