Ankit Sachdeva

software engineer · austin · ms cs (ai) @ georgia tech '26

I'm doing a master's in AI at Georgia Tech and shipping software at dynaConnections, where we build MLS tools: the databases and portals real estate agents use to list and sell homes.

Before that I interned at PayPal, prototyping a distributed-ledger file exchange that reconciled settlements 3x faster than the incumbent and fed the settlement org's on-chain feasibility review. Earlier, I did embedded work at Fox Factory, designing PCBs and writing C firmware for Live Valve Neo, Fox's wireless suspension system for mountain bikes.

Lately I've been pretty deep in AI-assisted development. Write a spec, let the agents take a rough pass, then review what comes back. My home server is the playground for this, where any silly idea for a microservice goes from concept to deployed in a couple prompts. At work it's an AI agent that runs QA on a legacy MLS platform — reading the ticket, driving the browser, and checking the database and feed underneath. So far: 140 manual test scenarios automated, 80+ bugs caught before release.

In my free time I'm usually chasing a bigger total, getting humbled by V3s, collecting artisan keycaps, or theorycrafting in tft.

email copy  //  resume pdf  //  github  //  linkedin

Ankit Sachdeva, glasses and a dark polo, an ATL skyline blurred behind him

projects

Jun 26, 2026

account-pool-mcp github.com/ankitsxchdeva

An MCP server that hands out test accounts as exclusive leases, so parallel agent QA sessions never log into the same account and corrupt each other's state. Leases carry a TTL, so a crashed session's account is reclaimed automatically. 400+ weekly downloads on npm.

Jun 18, 2026

QuantLab github.com/ankitsxchdeva

A quant lab for normal people. Describe a trading idea in plain English and get a real backtest — the LLM emits a structured strategy DSL instead of code, and a pure-TypeScript engine runs it against free market data, benchmarked against buy-and-hold. BYO LLM key.

Apr 17, 2026

LiftLens github.com/ankitsxchdeva

Form-check tool for lifting videos. Pose detection extracts the joint positions, an LLM writes the form notes.

Sep 2, 2025

home-server github.com/ankitsxchdeva

A playground for AI-assisted dev where any silly microservice idea ships in a couple prompts. Lately: a bot that scrapes images out of Google Forms and another that automates visitor parking.

Apr 29, 2022

daal github.com/ankitsxchdeva

Custom mechanical keyboard collab — aluminum case, brass weight, plateless o-ring mount, RP2040 PCB, QMK / Vial firmware.

music

june 2026 23 tracks
  • 1
    car crash
    jigitz, Charlotte Plank
    2:40
  • 2
    Shivering
    ILLENIUM, Spiritbox
    5:00
  • 3
    Lost
    ILLENIUM, Emilie Brandt
    3:20
  • 4
    Where You Are - GRiZ Remix
    John Summit, HAYLA, GRiZ
    4:00
  • 5
    Back To U
    SLANDER, William Black
    3:34
  • 6
    ALL THE TIME
    John Summit, The Chainsmokers, Ilsey
    3:00
  • 7
    I Wanna Know
    RL Grime, Daya
    3:26
  • 8
    What the Hell
    KIARA
    2:04
  • 9
    Latch
    Disclosure, Sam Smith
    4:15
  • 10
    Constellations
    Ian Asher, Jade LeMac
    2:43
  • 11
    Like A G6
    Far East Movement, The Cataracs, DEV
    3:36
  • 12
    I Adore You (feat. Daecolm)
    HUGEL, Topic, Arash, Daecolm
    3:34
  • 13
    Dior (feat. Chrystal)
    MK, Chrystal
    2:49
  • 14
    It's ok I'm ok - Ian Asher remix
    Tate McRae, Ian Asher
    2:46
  • 15
    We Are The People - ARTBAT Remix
    Empire Of The Sun, ARTBAT
    3:58
  • 16
    iPod Touch
    Ninajirachi
    3:16
  • 17
    Delete
    Ninajirachi
    3:51
  • 18
    Ice u out
    Ninajirachi, Kota Banks
    3:23
  • 19
    Take Me (To The Moon)
    Ian Asher, D A N N Y
    2:38
  • 20
    Clarity - BUNT. Remix
    Zedd, VALORANT, Foxes, BUNT.
    3:24
  • 21
    Black Friday (pretty like the sun)
    Lost Frequencies, Tom Odell
    2:25
  • 22
    Live It All
    Lost Frequencies
    2:41
  • 23
    eye2eye
    Tsu Nami
    3:15
may 2026 19 tracks
  • 1
    Stargazing
    Myles Smith
    2:53
  • 2
    Man I Need
    Olivia Dean
    3:04
  • 3
    Ordinary
    Alex Warren
    3:07
  • 4
    Babydoll
    Dominic Fike
    1:38
  • 5
    back to friends
    sombr
    3:19
  • 6
    The Night We Met
    Lord Huron
    3:28
  • 7
    Sailor Song
    Gigi Perez
    3:32
  • 8
    Scared To Start
    Michael Marcagi
    2:40
  • 9
    undressed
    sombr
    3:02
  • 10
    So Easy (To Fall In Love)
    Olivia Dean
    2:49
  • 11
    I Wanna Be Yours
    Arctic Monkeys
    3:04
  • 12
    Riptide
    Vance Joy
    3:24
  • 13
    We Are The People
    Empire Of The Sun
    4:27
  • 14
    505
    Arctic Monkeys
    4:14
  • 15
    Apocalypse
    Cigarettes After Sex
    4:50
  • 16
    Do I Wanna Know?
    Arctic Monkeys
    4:32
  • 17
    we fell in love in october
    girl in red
    3:04
  • 18
    Habits (Stay High)
    Tove Lo
    3:29
  • 19
    Indigo (feat. Avery Anna)
    Sam Barber, Avery Anna
    4:47
april 2026 13 tracks
  • 1
    The More I Hope
    Sam Barber
    4:07
  • 2
    Hanging on Hope
    Buffalo Traffic Jam
    3:44
  • 3
    Say Why
    Zach Bryan
    2:24
  • 4
    Rethink Some Things
    Luke Combs
    2:45
  • 5
    Miss You Here
    Luke Combs
    3:04
  • 6
    Fool's Gold
    Buffalo Traffic Jam
    3:18
  • 7
    Better If Worse
    HAFFWAY
    4:02
  • 8
    Emily
    Andrew Martinez
    3:50
  • 9
    I Need To Fall Apart - Demo
    Owen MacDonald
    4:00
  • 10
    Coal
    Dylan Gossett
    3:14
  • 11
    Growin' Up Raising You
    Gabby Barrett
    3:17
  • 12
    Condemned
    Zach Bryan
    2:55
  • 13
    Heading South
    Zach Bryan
    2:52

blog

cool

Jul 6, 2026

Forward Deployed Engineer Roadmaproadmap.sh

roadmap.sh's step-by-step guide to becoming a Forward Deployed Engineer in 2026 — the Palantir-popularized role that embeds engineers directly with customers, sitting somewhere between software engineering, solutions architecture, and consulting.

Jul 2, 2026

One Million Checkboxeseieio.games

Nolen Royalty built a site with one million checkboxes shared live by everyone on the internet — check one and it's checked for all. Behind the chaos: a Redis bit array, WebSocket broadcasts, react-window rendering, and a fun bit-ordering bug between Python and JavaScript.

Jun 29, 2026

Everything That Went Wrong With Claudeclawd.rip

A RIP-themed timeline (not affiliated with Anthropic) cataloging Claude's controversies, outages, pricing shocks, and lawsuits — from cache-amnesia billing surprises and DMCA takedown sprees to Pentagon supply-chain fights and the great Claude Code nerf.

Jun 29, 2026

no-mistakesgithub.com

A local git proxy that sits in front of your remote: push to it instead of origin and it spins up a disposable worktree, runs an AI validation pipeline (review, test, docs, lint), auto-fixes safe issues, escalates the rest, and opens a clean PR only after every check passes.

Jun 25, 2026

Paraform Talent Density Indexparaform.com

Paraform ranks companies not by funding or logos but by how badly the market wants their people — an algorithm over hiring data across thousands of roles and millions of candidate profiles. Thinking Machines, OpenAI, and Anthropic top the list.

Jun 23, 2026

32 Ways Your Writing Looks Like an AI Wrote Itdunkels.com

Adam Dunkels: 32 recurring patterns that mark text as AI-written — em-dash overuse, hedging, filler phrases, uniform sentences — plus tools to spot and strip them from your own writing.

Jun 11, 2026

Hermes Agent for QA Automationmedium.com

Arghajit Singha on Hermes: a terminal-native AI agent for QA workflows that runs against local LLMs, holds persistent memory of your test environment, and turns repetitive shell commands into reusable skills.

Jun 4, 2026

Building an MCP Ecosystem at Pinterestmedium.com

Pinterest built a production ecosystem of domain-specific MCP servers behind a central registry, saving an estimated 7,000 engineering hours per month across 66,000 monthly invocations.

Jun 4, 2026

Introducing the MCP Registryblog.modelcontextprotocol.io

Preview of an open catalog and API for discovering publicly available MCP servers, with room for public and private sub-registries to build on top.

May 26, 2026

Impeccableimpeccable.style

Paul Bakaus: a design-fluency skill for AI coding agents — teaches Claude and others real design vocabulary and patterns so they stop generating purple gradients, nested cards, and other AI slop.

May 26, 2026

Taste Skilltasteskill.dev

Leon Lin and blueemi: an open-source design-system framework that gives AI coding agents the rules and templates to ship polished, coherent frontends instead of generic AI output.

May 22, 2026

The Anatomy of an Agent Harnesslangchain.com

LangChain: a breakdown of the harness layer that wraps an LLM into a working agent — the loop, tools, memory, and control flow that turn raw model calls into reliable autonomous behavior.

May 17, 2026

The Bus Ticket Theory of Geniuspaulgraham.com

Paul Graham: great work requires natural ability, determination, and a disinterested obsession with something that matters — an intense, purposeless interest that lets you follow unpromising paths others overlook.

May 17, 2026

Before the Startuppaulgraham.com

Paul Graham: the best preparation for founding a startup is pursuing genuine intellectual curiosity and interesting problems, not attempting to launch ventures while still in school.

May 4, 2026

Why Startup Founders Should Launch Sooner Than They Thinkyoutube.com

Y Combinator: the cost of launching too early is lower than you think, and the cost of waiting is higher.

May 4, 2026

The New Way To Build A Startupyoutube.com

Y Combinator: how AI is collapsing the team size needed to build a company from the ground up.

May 4, 2026

How to Spend Your 20s in the AI Erayoutube.com

Y Combinator: where to focus your energy when AI is compressing the value of credentials and raising the ceiling on what one person can build.

Apr 29, 2026

Using GraphViz for CLAUDE.mdblog.fsck.com

Trigger-based GraphViz flowcharts help Claude follow instructions more reliably than markdown rules.

Apr 29, 2026

gstackgithub.com

Garry Tan's Claude Code setup: 23 opinionated skills covering CEO, designer, eng manager, release manager, and QA roles.

Apr 28, 2026

My AI Adoption Journeymitchellh.com

Mitchell Hashimoto's six-step journey from dismissing AI to running agents continuously in the background.

Apr 28, 2026

Your AI Agent Doesn't Care About Your READMElevelup.gitconnected.com

Reya Vir: Auto-generate a hierarchy of AGENTS.md files so your AI agent gets dense, folder-specific context instead of one giant README.

Apr 18, 2026

Cities and Ambitionpaulgraham.com

Different cities send different messages. New York says you should make more money. Cambridge says you should be smarter.