Open one tool case at a time.

Problem

AI coding agents often edit before inspection, overreach across files, and report completion without auditable proof.

Solution

Built a structured skill package with mode-based risk routing, minimal patch discipline, and a pre-approval planning report before risky execution.

Problem

Realtime translation calls are hard to demo when translated audio loops into STT, cloud runtime cost is high, and device testing needs repeatable evidence.

Solution

Built a local-PC-hosted FastAPI and WebRTC stack with split audio routing, translate-only behavior, and acceptance automation for bidirectional playback.

Problem

Single-shot generation loses continuity, setting rules, and character state over long serialized writing projects.

Solution

Designed a file-based workspace with blueprint, entity, memory, and retrieval layers exposed through a FastAPI backend and a Next.js hub.

Problem

Procedural asset workflows become difficult to trust when preview, export, packaging, and smoke verification live in separate manual steps.

Solution

Connected recipe packs, quality profiles, workflow wrappers, and clean-install verification into a reproducible Godot-first content pipeline.

Problem

Audio mastering workflows become hard to trust when analysis, chain decisions, rendering, QC, and reports live in disconnected tools.

Solution

Built a Community layer for upload, loudness, spectrum, dynamics, stereo analysis, and manual workflow foundations, while keeping the Pro decision engine separate.