Digital Product Companies / Software Factory

Seven million lines of production code. One governed factory.

For a large platform company, we are turning conventional delivery into an agentic software factory—without treating the codebase, business intent or production risk as an experiment.

Estate7M-line codebaseFunctional boundaryBDDOperating demandLow latency at scale
Editorial blueprint showing a dense legacy codebase becoming ordered, governed production layers
Field note 02AI-native software engineering

In a seven-million-line platform, speed without boundaries multiplies risk. A locally plausible change can violate a business rule, cross an architectural boundary, weaken security or disturb a latency path serving hundreds of thousands of production transactions.

The factory therefore begins with executable intent. Functional BDD makes business behaviour explicit. The Architecture Boundary Agent tests the proposed change against the system’s allowed structure. Specialist agents execute the work, while independent verification builds the evidence required to proceed.

01 / FUNCTION

BDD as contract

Examples define the functional boundary before implementation and verify it afterwards.

02 / ARCHITECTURE

Boundaries as policy

Dependencies, interfaces, patterns and change scope are checked by an architecture agent.

03 / EXECUTION

Agents as a team

Lead, Architect, Execution, Verification, QA and DevOps agents communicate around one mission.

04 / EVIDENCE

Proof before progress

Functional, architecture, quality, performance and security evidence govern promotion.

Factory operating model

Intent enters once. Evidence accumulates at every boundary.

Agents may reason probabilistically, but the factory’s contracts, controls and promotion gates remain deterministic.

MOJO SOFTWARE FACTORY / CHANGE MISSIONHuman intervention is available at every policy boundary
01

Define behaviour

Business intent becomes approved scenarios, examples and acceptance boundaries.

02

Constrain design

The Architecture Agent maps the change to allowed components, dependencies and patterns.

03

Execute together

Lead, Execution, QA and DevOps agents coordinate work through structured messages.

04

Verify and promote

Four pillars produce functional, architecture, quality, performance and security evidence.

SOVEREIGN FACTORY RUNTIMERepository · local context · CI/CD · credentials · evidence · auditInside the client boundary
DETERMINISTIC HARNESS

Non-negotiable controls

  • BDD acceptance and regression suites
  • Architecture boundary policies
  • Static analysis and quality thresholds
  • Performance and low-latency verification
  • Security tests and release controls
PROBABILISTIC TEAM

Adaptive engineering work

  • Planning and impact analysis
  • Design alternatives and trade-offs
  • Implementation and code transformation
  • Failure diagnosis and repair proposals
  • Multi-agent delegation and review
HUMAN AUTHORITYLow-risk, high-confidence changes can advance automatically. Ambiguity, boundary changes and policy exceptions request intervention.
TechMojo Software Factory + Intelligence Fabric

A reusable factory core—not a one-client automation script.

Factory Core provides the mission, agent runtime and evidence model. Technology Packs adapt tools and workflows. Client Packs hold architecture, BDD conventions, policies, connectors and approvals. The Model Gateway routes every task to the right approved model at the right cost.

Tenant design Shared product · isolated client runtimeModel strategy Multi-model · capability-routed · swappableOptimisation target Cost per accepted software change
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