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Changelog

What we built and learned

Real technical updates, not marketing copy dressed as one.

Product pages now say who each product is for

Replaced the technology lists on product and client-work pages with a "Who it's for" section: the people who use each product and what each of them gets. The tools behind a product matter less to a buyer than what it does for them.

Awaaz is now a live app: commentary for real matches, live and replayed

Rebuilt Awaaz from a hackathon demo into an app at awaaz.pegbitstudio.com. It reads live scores for cricket, football and basketball, writes a two-voice call for each moment in English or Urdu, and voices it with ElevenLabs. It now speaks English, Arabic, Urdu, Hindi and Filipino. Finished matches replay with the same words. Voice links are signed and cached at the edge, so replays cost nothing and the endpoint only speaks lines our server wrote.

Introduced PegBit Witness, B2B/B2C product directory, Client Work showcase, and Light/Dark theme

Added PegBit Witness (our SHA-256 hash-chain sealing engine for tamper-evident AI action logging) and Awaaz (two-voice AI cricket commentary) to the catalogue. Reorganised /products into Enterprise Platforms (B2B) and Consumer Ventures (B2C) with vertical filters and search, added dedicated /client-work case studies for KAWOMcommerce and GlobalPrayerAltar, and shipped a high-contrast Light / Dark editorial theme switcher.

Our production layer is now called PegBit Core

The enterprise AI layer we used to call Omos is now PegBit Core. Nothing about it changed — it still runs beneath Sydence, AI Kraft and ExamSurf, and it now has its own page here instead of a separate site. The name Omos moves to our AI fund manager, which is in practice on paper accounts only.

Rebuilt the site on an editorial-terminal design system

Replaced the previous gradient-heavy UI with a hairline-bordered, newspaper-grid layout — Syne for display type, DM Mono for body and metadata. The goal was to read as engineering discipline rather than startup polish: no drop shadows, no blur, two button variants, one accent colour used deliberately rather than everywhere.

Added automatic provider failover to the AI Brief tool

The AI Brief generator now attempts Claude first and transparently retries on OpenAI if the stream fails to start — before any content reaches the client, so a visitor never sees a half-formed response. Rate limiting is a lightweight per-IP token bucket; durable across instances is the next step if volume calls for it.

PegBit Core (formerly Omos): per-product isolated knowledge bases

Each product built on PegBit Core now gets its own isolated retrieval index rather than a shared one filtered by tenant ID. It costs more at rest but removes an entire class of cross-tenant leakage bugs, and made per-product evaluation datasets far simpler to reason about.