Software Factory

Technical artisan excellence

We build high-performance digital engines — not just code, but durable technical assets designed for industrial resilience and craftsman-grade precision. On large-scale deliveries, this approach yields up to 300% productivity gains.

The paradigm has shifted: writing code by hand is now an anti-pattern. Manual code production is a brake, not an asset. Value moves to Context Engineering — structured specs, architecture rules and domain knowledge committed to Git become the new strategic IT asset.

The Sandwich Team

The eight-person Pizza Team is over. A Sandwich Team is one augmented person — the App Owner — who covers 80% of the scope (UX, UI, front, API, back, security), plus occasional contributors (20%) working from shared context. The App Owner is a Product Engineer: a fusion of specialties coordinating fully AI-assisted production, like a lumberjack coordinating a machine rather than an artisan trimming each branch by hand.

The result is a new efficiency ratio: one person delivers the impact of ten, thanks to shared context and autonomous AI agents.

An SDLC built for 10x

The 10x lifecycle doesn’t just go faster — it changes the foundations. Rigorous specs feed an AI that builds under supervision, validated by ultra-robust CI/CD and proactive business monitoring. Roughly 80% of human effort goes into planning and review; 20% into execution. The developer shifts from creator to verifier.

• Rigorous specs — structured specifications are the fuel for AI. An evaluation failure is an unwritten specification.
• AI build under supervision — AI generates code under human control: 20% execution, 80% quality assurance.
• Ultra-robust CI/CD — automated tests, Infrastructure as Code, deployment pipeline: the multiplier conditions that turn velocity into real value.
• Proactive monitoring — real-time business observability. The Rework Rate, DORA 2025’s new metric, exposes the hidden cost of artificial velocity.

Compound Engineering & DORA 2025

Traditional engineering adds complexity with every feature. Compound Engineering inverts the curve: each feature makes the next one easier — technical capital that appreciates over time. The workflow runs PLAN → WORK → REVIEW → COMPOUND → REPEAT, delivering up to 5x velocity per well-equipped developer for one to two hours of weekly maintenance.

DORA 2025 confirms the thesis: AI is an amplifier, not a magic wand. Good foundations create a multiplier effect (+78% deployment frequency); fragile ones create a mirror effect that accelerates the chaos — code produced in three hours but reviewed in three days. 90% of teams use AI daily, yet 30% don’t trust the generated code. The truth metric is the Rework Rate. Talk to us about launching your AI-augmented Software Factory.