AI-generated
We build what I use myself. Architecture decisions, code, integration into your system, tests, handover. With synthetic data, in weeks. Typically 80–200 fixed-price hours. All documented.
Production-ready code with tests. Multi-agent setup when needed. Full integration into your systems (APIs, databases, third-party tools). Live deployment incl. monitoring. Handover training for your team. Documentation that stays maintainable.
80–200 fixed-price hours
Kick-off → prototype (fast) → validation → handover. Fixed price, confirmed in the intro call.
Concrete toolset, no vendor theatre. Six building blocks that appear in every project.
Editor and agent in one. Own OSS plugin (session-orchestrator) for structured multi-wave sessions with quality gates.
Next.js, TypeScript, Tailwind, Supabase for web. Python with uv for agent pipelines. Swift when mobile is needed.
Vercel AI SDK, Anthropic SDK, ConnectRPC are introduced only when pipelines need to run in parallel. No vendor drops for the vendor's sake.
TypeScript strict, ESLint, Playwright for UI, Pytest for Python. What is not green does not enter the main branch.
GitLab primary, GitHub as mirror, Conventional Commits. Every architecture decision is traceable in the repo.
Vercel for web, Docker for self-hosting. Sentry for production errors, clear escalation on incidents.
Client project onboarding takes four to eight weeks at most companies. With three standard tools, the first productive answers come in minutes. Reproducible, not theoretical.
Claude Project: set name, system prompt ("Reply only using sources from the uploaded documents."), and team access.
Three PDF documents (tender, technical specification, framework agreement) via drag-and-drop. Summary appears automatically.
CSV with line items and market prices. First calculation as a bar chart with variance commentary.
Every new document, request, and meeting record lands in the container and is linked with context. After one week: a fully searchable project history with sources.
Every answer in client interactions has a source reference, no statements without evidence.
Project onboarding time: from weeks to days, because the container carries the learning curve, not the individual.
Handover during leave or role changes without knowledge loss, the container is the documentation.
Scalable to all knowledge-intensive processes: tenders, supplier evaluations, HR onboarding, compliance reviews.
The tools themselves are trivial. The difference comes from one person per area who establishes the workflow. Two to six weeks for a pilot project. Start with an area where the recurring task is measurable.
Which tech? Database? Hosting? Auth? LLM provider? We settle these decisions before the first commit lands.
Fast iterations: build MVP features, validate with test data, incorporate feedback. You see progress every 2–3 days.
Write tests, cover edge cases, remove performance bottlenecks. Real data, real load. All green.
Deployment into your production. Monitoring set up. All levers explained. Your team can continue developing the solution independently.
Clear answers before you sign.
Every sprint commit goes directly into your repository. No vendor lock-in, no withholding.
Open-source dependencies under MIT/Apache 2.0. Proprietary modules listed individually.
Questions after go-live? Included. Beyond that: optional maintenance contract on hourly corridor.
ADRs, prompt docs and test coverage so your team can keep building after handover.
Autonomous agent with prompt-injection defence (Soft-SGR + 5-layer hardening). Scoring based on observable side effects. 3-h build window, eval against 104 tasks.
A dashboard that bundles bookkeeping, invoicing, FinanzOnline submissions and time tracking, so SME owners spend less time on administrative overhead and more on the business. Open beta at buchhaltgenie.at. Features: invoices, recurring invoices and delivery notes · create customers, suppliers and products, also directly from chat · bank import with AI-driven categorisation · capture receipts by photo, AI extracts date/amount/VAT · validation against Austrian tax law (UStG/BAO) · FinanzOnline export via XML · Sophie, chat assistant for Austrian accounting · smart insights and cashflow forecast.
Concrete pricing discussed in the initial call after scope clarification.
30-minute intro call. Afterwards you know whether it fits.