An agent-native product company and product partner.
AI gives every team more output. TasteLoop combines ten years of shared product experience, agent speed, human judgment, and real-world feedback to choose, design, build, launch, and improve products people actually want.
Human taste, built into every loop.
Proof before promise
Real web products you can open and native products in the App Store. No invented metrics, decorative logos, or case-study theater.
Native, too.
12 current App Store products
VocabTunes - AI Word BuilderEducation · App Store
King English Kids AnimeEducation · App Store
Buzzed: Adult party game cardsGames · App Store
NoteFly: AI Note RecorderProductivity · App Store
Dilemma: What Would You ChooseGames · App Store
WenLambo AI: Meme, Alt ScannerFinance · App StoreThe team changed
AI did not erase product roles. It collapsed the cost of producing options. The scarce work is deciding what deserves to cross the gate, then staying accountable when reality answers back.
Work moves between specialists. Context thins out. Output becomes the proxy for progress, and no one fully owns the product decision.
Roles remain. Handoffs weaken. Agents accelerate the making; experienced humans own the judgment; evidence decides what happens next.
The TasteLoop operating loop
Agents expand the option space. Humans choose what crosses the gate. Reality corrects the choice. The correction becomes part of the system—not a lesson left in a meeting.
Stage 01
Find what is true
The quality system, published
Taste should not disappear inside a meeting. We turn hard-won product judgment into gates, tests, and agent instructions—then publish the system we use ourselves.
Scope is a knife: one thin, end-to-end slice a user can finish.
5-point quality gate
Empty, loading, error, success-after — designed before the happy path ships.
5-point quality gate
Tokens, motion discipline, and the 100ms rule — the anti-slop frontend bar.
5-point quality gate
Typed boundaries, one error envelope, no lying 200s.
5-point quality gate
Proven library, scoped queries, IDOR-tested — identity is not a place to be creative.
5-point quality gate
Integer money, idempotent webhooks, a ledger that reconciles to the cent.
5-point quality gate
30 practical skills across the full product lifecycle.
Open Skills →Open Loop
Open Loop is where TasteLoop makes its taste inspectable: working interfaces, precise motion language, and creative engineering you can use.
Ways to work together
No feature-request conveyor belt. Every engagement has a named decision, a working output, and evidence that determines what happens next.
Delivered within 48 hours
We tell you what should happen next—and why.
For founders with an idea, prototype, design, live product, or AI-built application who need a clear decision before more output.
Usually 7–10 working days
Find the stronger direction by making one critical slice real.
We sharpen the product and commercial direction, build a critical working slice, test it against reality, and recommend whether to ship, change, narrow, or stop.
Month to month
One important product outcome at a time.
An accountable product partner across strategy, research, UX, design, engineering, AI workflows, infrastructure, analytics, launch, and iteration.
Approximately ten years, shared
TasteLoop comes from roughly a decade across product, design, engineering, QA, launch, and growth with real users—not a new label placed on an old agency model.
Agents give that experience more leverage. They do not replace the judgment built by seeing what survives contact with customers, production, and the market. We keep roles and specialist depth; we remove the gaps where context and accountability used to leak away.
Agents make. Humans decide.
Reality corrects the loop.
Every correction strengthens the system.
Building became faster. Choosing became more important.
Roles remain. Handoffs weaken. Ownership becomes stronger.
More output is not the goal. Better products are.
Tell us the decision you are trying to make. We’ll start there, choose the smallest useful loop, and tell you when the evidence says stop.