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sathwik-mamidi/README.md

Sathwik Mamidi

Technical founder. Co-founder and CTO at Akisto.

I build AI systems for work where mistakes are expensive.

For a decade I have taken products from first idea to production, across applied AI, developer infrastructure, identity, and real-time systems. In every company I have owned the technical foundation, from the first architecture decision to production.

Now

Akisto, co-founder and CTO. An AI supplier coordinator for manufacturing procurement teams. Between a purchase order and its delivery, buyers chase suppliers through email and calls that mix several orders, answer half the question, and move dates without saying so. Akisto automates that work: traceable facts from every conversation, a consistent state for every order, and follow-up that happens on time. It is deployed with a manufacturer and has managed more than 2,000 purchase orders.

I lead product and engineering end to end: system architecture, AI agents that work with suppliers over email and phone, workflow automation, integrations, data pipelines, and a risk layer that flags orders likely to disrupt production. TypeScript, React, PostgreSQL, Temporal, AWS.

Track record

Years Company Role What it was
2026 Akisto Co-founder and CTO AI supplier coordination for manufacturing procurement. Deployed with a manufacturer; 2,000+ purchase orders managed.
2025–26 Scrute Co-founder and CTO AI document intelligence for commercial real estate. Title commitments reconciled against ALTA surveys, plan sets checked against building-code rules, every finding tied to its source. Customer discovery moved the focus from title review to permit compliance. Demos
2025 Commentrix Founder Real-time AI sports commentary. A working MVP in two weeks; market research showed too few buyers to build a company on, so I chose not to pursue it. Source
2025 Aiditor Co-founder A conversational editor for image, audio, and video. I built the complete product from scratch, through to launch readiness. Source
2023–24 Authnest Founder Built solo through several iterations, from social login to enterprise authentication to a dedicated email service for logins, one-time codes, and notifications. Source
Since 2016 Mamidi Ventures Founder My independent studio: consumer software, games, SaaS, AI, and developer tools, each taken from zero to one. Aftlog, Everby, SlowAndSteady, Rank Race, SV Hunt, Twish, OnlyOnePremium, Links Browser, Favs.bio, Vowalls.

Selected engineering

Aftlog: a flight recorder for AI coding agents. A local Rust daemon records every command and file change, separates the agent's work from what was already there, and produces a readable report with a conservative, backup-first revert plan. Rust, Git, filesystem watchers.

Scrute: document review that cites its sources. Title and survey parsing run in parallel and are reconciled together; plan details from a vision model are checked by explicit TypeScript rules; findings carry the rule, observed and required values, and page references. TypeScript, NestJS, PostgreSQL, Gemini.

Aiditor: conversation as the control surface for media. The model plans the edit as Python, a dedicated container executes it, and failures feed back into the next attempt. Python, FastAPI, Gemini, Docker, FFmpeg.

Everby: a native macOS accountability companion. Layered memory with distinct lifetimes, check-ins timed to the person's actual day, and personal state that stays on the machine. Swift, AppKit, Keychain, tool calling.

Range

  • Real-time systems. SlowAndSteady.io, a zero-player multiplayer race that drew around 30,000 visits in one night, and SlowAndSteady 2, a shared economy where giving creates power. WebSockets, Redis, Unity.
  • Multimodal pipelines. Commentrix samples footage, writes timestamped commentary, and aligns narration and subtitles to the source timeline.
  • Identity and email. Authnest, SES Email Ingestion, and an OAuth Flow Tester for proving authorization-code and OIDC flows in isolation.
  • Browser automation at scale. Twish, a visual index of one million websites captured by parallel Puppeteer workers on EC2, and the Ad Network Scanner.
  • Explainable decisions. The Logistics Trust Console, carrier due diligence that refuses to hide its reasons.

More: Open Order, Voice Chat Widget, Prompt Page Builder, WhoCan, AI Wallpaper Batcher, OnlyOnePremium.

How I build

Start where the work actually happens. Before any architecture, learn how the job is done today: the spreadsheets, the email threads, the workarounds.

Let models interpret. Let rules decide. Models read messy input well. Commitments, state, and money belong to deterministic code, with a person able to step in.

Show the evidence, and plan the undo. A finding, score, or automated action is incomplete without a source someone can inspect and a way back if it is wrong.

Earn every piece of complexity. Use the smallest architecture that tells the truth.

Contact

Working on a difficult problem in a domain you know deeply? I would like to hear about it.

sathwikmamidi.com · hi@sathwikmamidi.com · LinkedIn · X

Pinned Loading

  1. aftlog aftlog Public

    Local-first flight recorder for AI coding agents—capture commands and file changes, review session reports, and safely revert unwanted work.

    Rust

  2. Everby Everby Public

    Everby — a native macOS accountability companion for ADHD. Chat-first, memory-rich, notification-driven.

    Swift

  3. aiditor aiditor Public

    Natural-language multimedia editing with Gemini, FFmpeg, and containerized Python execution.

    Python

  4. authnest authnest Public

    Public archive and local demo for the retired Authnest authentication product.

    JavaScript

  5. slowandsteady.xyz slowandsteady.xyz Public

    A massively multiplayer incremental idle game where players donate fantasy points, coordinate with guilds, and compete on a shared leaderboard.

    JavaScript

  6. commentrix commentrix Public

    Archived AI sports commentary project with a static showcase and local Gemini/ElevenLabs FastAPI MVP

    Python