Repository-aware AI workflows
Work against the real project instead of a pasted fragment, with read and write boundaries you decide.
AI Development Accelerator
A practical session on repository-aware AI workflows, structured engineering tasks, reusable project knowledge, model selection, cost control, and verification.
Each block is worked through end to end during the session, on a real repository.
Work against the real project instead of a pasted fragment, with read and write boundaries you decide.
Turn a business-level request into a task with acceptance criteria, constraints, and expected tests, without asking the requester to write a specification.
Stop reteaching the same conventions. Know what becomes a reusable rule and what belongs in documentation.
Match the class of model to the class of task, and measure useful output instead of token consumption.
Treat tests as executable constraints, limit blast radius, and catch work that only looks correct.
Separate planning, implementation, review, and verification, and recognise when extra agents only add noise.
Capture work from a phone or laptop as structured repository artifacts a developer can pull.
Leave your email and you get the date before it is announced publicly.
See a business-level request transformed into repository-aware engineering work, including context gathering, task structure, implementation constraints, and verification.
Experienced developers may already know several of these techniques individually. The value is the integrated workflow and the patterns that keep it working under real project constraints.
Exact contents may vary per edition and are confirmed when the edition opens.

Founder / CEO, QuantaSolver
Speaker
Founder / CEO, QuantaSolver
Software architect working on developer tooling, automation, and reusable development infrastructure. The AI-assisted delivery workflow presented in this session is day-to-day production practice, not a demo built for the slides.
Credential verifiable at /verify/founder
No edition is open yet. The priority list decides when the next one runs.