tonone-ai

Audit current model deployment topology — serving config, latency profile, version inventory.

Design and spec an API — endpoints, request/response shapes, error codes, auth pattern, pagination.

Design and build database schema — tables, columns, types, indexes, constraints, relationships.

Design and build networking infrastructure — VPCs, subnets, DNS, load balancers, firewall rules.

Audit developer experience — measure onboarding time, build speed, deployment friction, and developer satisfaction.

Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador…

Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity.

Diagnose runtime infrastructure issues — cold starts, timeouts, scaling problems, network failures.

Documentation reconnaissance for takeover — find all docs, assess accuracy, freshness, coverage, and discoverability, and identify…

Run a user interview — produce an interview guide and synthesize the output into an actionable insight report.

Design a CDN configuration — caching rules, TTLs, and origin shield setup.

Audit existing CDN and edge configuration — find cache misses, missing headers, and performance gaps.