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@Insights-By-Omkar

Insights By Omkar

One builder shipping four products in production: Kriya (astronomy API) · Urja (visual API) · Netra (browser-native studio) · Bodha (observability).

Insights by Omkar

One engineer. Four products. All in production.

A solo builder studio shipping commercial-grade astronomy, applied-AI, and observability software — money-correct payments and physics-correct math. No funding. No padding.


Shipping right now

Product What it is Status
Kriya Commercial astronomy API. 129 endpoints across Western, Vedic, Hellenistic, Jaimini, KP, and electional traditions. First-principles VSOP87D + ELP/MPP02 + DOPRI8 engine, zero third-party astronomy libraries. 1,398 Horizons + Meeus-validated tests. engine v9.x · live at kriya.insightsbyomkar.com
Urja Generative-visual API and Critic. Cross-provider taste-auditor: the judging LLM is enforced in code to be a different provider than the generating LLM. v0.9 · live at urja.insightsbyomkar.com
Netra Browser-native astrology workbench. BFF pattern composing Kriya endpoints. Ships zero astronomy of its own. v2.32+ · live at netra.insightsbyomkar.com
Bodha Homegrown observability library — error tracking, structured event schema, SDK. Library, not a service. v0.2 · internal

Plus the consumer app at insightsbyomkar.com, backed by a 27,000+ member community. Multi-tier AI support agents, dual provider rails (OpenAI + Anthropic), idempotent Stripe payments with an atomic credit ledger, premium PDF reports, and a programmatic SEO library. Live, early traction.

~4,500 automated tests across the platform — real suites, not stubs.


How it's built

One engineer. The full stack — system design, backend, applied AI, ops, billing, growth.

  • Engine work is first-principles. No third-party astronomy library — just JPL ephemerides, Meeus, and tests. Validated to sub-arcsecond against JPL Horizons.
  • Payments are correct under concurrency — idempotent webhooks, row-locked atomic credit ledger, delta-based refunds, automatic refund-on-failure, a two-person approval state machine, and a drift-detecting refund executor.
  • AI architecture is multi-tier — RAG, multi-agent support, and a cross-provider LLM-judge that won't let a model grade its own provider's output.
  • Discipline is versioned releases, real CHANGELOGs, RLS on every user-scoped table, and no fake "team" voice.

Read the receipts


The builder

Omkar Jaliparthi · Founder & Principal Engineer · Backend & Applied-AI Engineer (7+ yrs) · ex-Tech Mahindra, Capgemini · MS CS · San Jose, CA.

Open to Founding Engineer · Senior Backend · Forward-Deployed / Applied-AI roles. Will relocate US-wide. Authorized to work in the US (EAD) · no sponsorship required.


Numbers, not vibes. See the changelogs.

Popular repositories Loading

  1. insights-by-omkar-case-study insights-by-omkar-case-study Public

    Case study: how I shipped a production AI SaaS solo. Product strategy, architecture, decisions (Stripe payments, AI agents, chargeback defense), and operating rhythm.

  2. kriya-go kriya-go Public

    Official Go SDK for Kriya — Insights by Omkar's commercial astronomy API. Zero runtime dependencies, MIT-licensed.

    Go

  3. solo-founder-ip-playbook solo-founder-ip-playbook Public

    A solo founder's public journal of IP decisions — LLC, trademarks, copyright, trade-secret posture, licensing. Build-in-public with costs, timelines, and reasoning.

  4. insights-astrology-api-case-study insights-astrology-api-case-study Public

    Public case study for the Insights Astrology API — a commercial astronomy API built from first principles. Architecture, decisions, accuracy disclosure, source policy. No proprietary code.

  5. .github .github Public

    Org profile README — github.com/Insights-By-Omkar landing page

  6. kriya-engine-notes kriya-engine-notes Public

    The engineering reasoning behind Kriya — accuracy disclosure, Moon-residual analysis, and API-versioning contract. Public companion to the proprietary engine.

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