Oktaria / Public system map

One system. Many points of view.

Sense a build at the moment of choice, predict emerging trajectories, connect applicable programs, record the reason and learn from what follows.

WORKING REPLAY

Checkout moment

An agent consults Oktaria before installing a package, selecting a model or configuring a paid service. The strongest option and its reason come first.

ConsultationMODEL / PACKAGE / SERVICE

RecommendationEVIDENCE + REASON

Deliberate holdoutMEASURE IMPACT

Explore the working replay on the homepage. →

SYSTEM VIEW

Build map

A project view of its tools, models, services and languages, with choices worth revisiting.

Project componentsDEPENDENCIES

Overlapping toolsREVIEW

Legacy identifiersCHECK

The map keeps local context attached to each decision.

ELIGIBILITY SURFACE

Credits & partnerships

Find startup programs relevant to providers a project uses. Eligibility and terms are verified before any credit is presented as applicable.

Gemini in useGOOGLE FOR STARTUPS

Program termsSOURCE + DATE

EligibilityVERIFY BEFORE CLAIM

A listed program is not a claim of provider partnership.

DECISION MEMORY

Decision records

Connect the context, options shown, action taken, saved reason and observed result over time.

Choice madeDAY 0

Marked as by designREASON SAVED

Outcome reviewDAY 30 / 90 / 365

Recommendation and holdout decisions remain comparable.

MEASURED BACKTEST

Trajectories

Adoption and outcome records reveal which technologies are strengthening before consensus forms.

better-auth×3.6 VS MARKET

next-auth×0.5 VS MARKET

Four-month direction calls26 / 30 RIGHT

20 packages; backtests trained through Feb–Apr 2026. Measured result, not an adoption recommendation.

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