Real systems in production, with metrics rather than declarations.
legaltech / produkt własny
A local system that turns raw case files into structured evidence where every claim traces back to a file, SHA256, page and quote — because the LLM is not the source of truth.
narzędzia AI / Claude Code skill
From a product brief we generate a coherent DAG of 200-1200+ atomic phases with seed code and gates that an agent works through on its own in a loop — with no way to mark anything "done" without proof.
proptech / vertical SaaS
One system instead of a CRM, manual portal publishing and AML in Excel — with AI strictly advisory and a human in the loop.
deweloper / property
A listing lands in the CRM once, and hundreds of subpages generate and publish themselves.
portal treściowy
A database bloated to 1 GB slimmed down 37× — with no content lost and a faster site.
projekt SEO/AEO
An in-house rank-monitoring system instead of pricey SaaS — the full history kept at the client.
firma technologiczna
All LLM traffic through one auditable point: routing, fallback, cost control.
lead generation
Sourcing and scoring leads on an in-house LTE network — stable and in line with source rules.
produkt własny / desktop & local server
A sovereign code audit and self-healing platform: 4 security engines (Gitleaks, OSV, Trivy, Ruff), adversarial cross-verification across competing AI models, and automated patch creation in isolated git branches.