Live product proof

StreamGist is the proof.

A controls-first Twitch game choice product: deterministic ranking, bounded AI narration, and a public operating loop. Built, shipped, and run end to end by one person.

Example StreamGist recommendation showing a GistScore, opportunity signal, warning tag, and written game rationale
StreamGistRecommendation
Example gameGistScore 82
Rising

Why this game?

Clear choices give viewers something to react to, with enough pace to keep a stream moving.

Warning tags checkedEvidence-backed

Inside the recommendation

Evidence, fit, and watch-outs in one decision surface.

StreamGist combines public Twitch activity, game research, creator fit, and warning signals into a practical read before a streamer goes live.

Visit StreamGist

What it proves

The method survives contact with a live product.

StreamGist is a self-funded SaaS built and operated by one person. Deterministic rules carry the core ranking work. AI is bounded to tasks where narration or synthesis helps, and stays off the critical request path.

The result is not a slide about how a system could work. It is a standing product with users, operating costs, failure modes, daily checks, and explicit decision boundaries.

Public trust surfaces

The choices are inspectable.

Product logic, operating controls, and AI boundaries are documented in public.

The product

A structured way for Twitch creators to compare game choices with deterministic ranking at the core.

Open StreamGist

The operating loop

The public system that turns automated watchers into a daily brief, adjudicated decisions, and measured changes.

Read the operating loop

The AI boundary

A plain-language account of where language models run, where they do not, and how the costs are controlled.

Read the transparency report
1M+weekly signals processed
47automated operational checks
1,000+creators

See the product and its operating choices in public.

Visit StreamGist