Evaluation harness on every release
An automated evaluation harness blocks any release that falls below the agreed groundedness threshold. Low quality output never reaches production.
Named engineers review, approve and own every merge; modern tooling removes the busywork. Delivered by named senior engineers, fixed scope, staging from week one.
Each change is attributed to a named engineer who reviewed and approved it. Ownership is recorded in the repository history and survives the engagement.
Specifications, code and documentation are drafted with tooling, then read line by line by a senior engineer before anything is committed or shown.
A working build on staging and a short demo every week from the first sprint. Progress is observed, not reported.
Test coverage, evaluation scores and groundedness thresholds are agreed up front and enforced automatically. Releases that miss a gate do not ship.
Runbooks, architecture notes and handover packs are produced as the work proceeds and are verified by the owning engineer, not left to the end.
Every handover includes thirty days of support for defects and operational questions, included in the fixed price.
Window: Matches project length
Team: Senior engineers only
Complexity: Scope set
Indicative only. A fixed price follows a free 30-minute scope review.
Get a fixed quoteA short discovery establishes scope, constraints and success criteria. It ends in a fixed scope statement of work the buyer signs before build starts.
Work proceeds in one week sprints with weekly demos and staging deploys. A named engineer leads each sprint and owns its merges.
Load, security and evaluation checks run against agreed thresholds. Failures are fixed before release, not after.
Code, infrastructure and documentation transfer with a verified handover pack and a walkthrough session.
Thirty days of post launch support covers defects and operational questions. Issues raised in this window are fixed without further charge.
An automated evaluation harness blocks any release that falls below the agreed groundedness threshold. Low quality output never reaches production.
Generated documentation is reviewed and signed off by the owning engineer before handover. Buyers receive records that match the system as built.
A 214 test suite ran clean of critical findings at handover on the most recent hardening engagement.
More evidence in the delivery history and the complete 734-engagement register.
A named senior engineer owns each merge. Their identity is recorded in the repository history and confirmed in the handover pack.
Tooling drafts specifications, code and documentation. A senior engineer reviews every artifact before it is committed, demonstrated or shipped.
Automated tests, evaluation scores and groundedness thresholds agreed at discovery. The pipeline enforces them; releases below threshold do not ship.
Thirty days of support for defects and operational questions is included in the fixed price, alongside the verified handover pack.
No account managers. Your message lands with the people who would deliver it, and you get a straight answer within one business day.
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