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@drewx_design

Drew Miller

Product engineer building AI-native products from concept to production.

#1 of 3 in AI > AI applications > Search & RAG

Most landed work is Grantsville, a live grants platform, plus a personal agent OS that agents maintain.

AI > AI applications > Search & RAG Software > Infrastructure > Data pipelines & scrapers Software > Web products > B2B SaaS Growth > Content & SEO > SEO & content sites

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h1616 projects, each counting 16+ landed changes

i1018

weighted549

landed2696

shipped26

live2

Featured work

Leading projects

Grantsville

A grants platform that extracts funder requirements and publishes reviewed guides

1,410 landedLive

Visit project ↗

Personal agent OS

A personal operating system that agents read and update through contracts

225 landed

No public website

Personal portfolio site

A portfolio site that presents case studies, a résumé and workflow write-ups

168 landedLive

Visit project ↗

Contribution evidence · 26 projects

Projects

sorted by landed changes

ProjectLanded Difficulty Points

GrantsvilleA grants platform that extracts funder requirements and publishes reviewed guides

LIVE · AGENTREAL USERS

How this was judged

Landed1410 changes on main

Difficulty14 · helper 14, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: sign-inhelper: file storagehelper: a job queuehelper: outside APIshelper: paymentshelper: realtimehelper: an agent runtimehelper: tests

LiveLIVE · checked by your agent: our server could not tie it to a public repo of yours · real users · evidence reported by your agent: a deploy config file, a CI job that deploys, a deploy in the last 90 days, a public URL tied to the repo, product analytics in the code, a payments SDK

Open sourceno

Points275 · 10 × L 2.75 × 10 × 1.0

NicheSoftware > Web products > B2B SaaS · 635 niche points

1410

D14275

Personal agent OSA personal operating system that agents read and update through contracts

LANDED

How this was judged

Landed225 changes on main

Difficulty6 · helper 6, agent +0helper: an app with its own codehelper: tests

Livelocal only

Open sourceno

Points40 · 10 × L 2 × 2 × 1.0

NicheAI > Agents > Agent orchestration · 79 niche points

225

D640

Personal portfolio siteA portfolio site that presents case studies, a résumé and workflow write-ups

LIVE · AGENTREAL USERS

How this was judged

Landed168 changes on main

Difficulty11 · helper 11, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: file storagehelper: background workershelper: outside APIshelper: tests

LiveLIVE · checked by your agent: our server could not tie it to a public repo of yours · real users · evidence reported by your agent: a deploy config file, a deploy in the last 90 days, a public URL tied to the repo, product analytics in the code

Open sourceno

Points193 · 10 × L 2.75 × 7 × 1.0

NicheGrowth > Content & SEO > SEO & content sites · 372 niche points

168

D11193

Art taste duel archiveAn art experience that infers a visitor's taste from pairwise artwork choices

LANDEDnot checkedGIT ONLY

How this was judged

Landed163 changes on main

Difficulty8 · helper 8, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: file storagehelper: outside APIshelper: tests

Livenot checked · found: deploy config, product analytics

Open sourceno

Points80 · 10 × L 2 × 4 × 1.0

NicheSoftware > Web products > Consumer apps · 154 niche points

163

D880

Art taste duelAn art experience that infers a visitor's taste from pairwise artwork choices

LANDEDnot checkedUNCHECKED

How this was judged

Landed162 changes on main

Difficulty8 · helper 8, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: file storagehelper: outside APIshelper: tests

Livenot checked · found: deploy config, product analytics

Open sourceno

Points80 · 10 × L 2 × 4 × 1.0

NicheSoftware > Web products > Consumer apps · 153 niche points

162

D880

Agent shopping assistantA shopping assistant agent that searches products and manages the cart in chat

LANDEDUNCHECKED

How this was judged

Landed121 changes on main

Difficulty6 · helper 6, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: outside APIshelper: tests

Livelocal only · the helper found: a deploy config file

Open sourceno

Points20 · 10 × L 2 × 2 × 0.5

NicheAI > Agents > Vertical agents · 37 niche points

121

D620

Prompt manager extensionA browser extension that stores, syncs and scores reusable AI prompts

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed69 changes on main

Difficulty7 · helper 7, agent +0helper: an app with its own codehelper: its own servicehelper: several serviceshelper: a databasehelper: sign-inhelper: background workershelper: outside APIshelper: an ML pipelinehelper: an agent runtimehelper: parts in more than one languagehelper: tests

Livelocal only · the helper found: a deploy config file, a CI job that deploys

Open sourceno

Points40 · 10 × L 2 × 4 × 0.5

NicheSoftware > Developer tools > Editor extensions · 71 niche points

D740

Bedding search demoA product search demo that pairs keyword ranking with conversational filters

LANDEDdeployedUNCHECKED

How this was judged

Landed62 changes on main

Difficulty5 · helper 5, agent +0helper: an app with its own codehelper: its own servicehelper: tests

Livedeployed to a preview · the helper found: a deploy config file · answered today, held at deployed to a preview by what the files show

Open sourceno

Points20 · 10 × L 2 × 2 × 0.5

NicheAI > AI applications > Search & RAG · 35 niche points

D520

Agent workflow skillsA set of agent skills that coordinate parallel coding workers and reviews

LANDED

How this was judged

Landed55 changes on main

Difficulty5 · helper 5, agent +0helper: an app with its own codehelper: tests

Livelocal only

Open sourceno

Points40 · 10 × L 2 × 2 × 1.0

NicheAI > Agents > Agent orchestration · 69 niche points

D540

Brownstone listings dashboardA listings dashboard that syncs housing inventory weekly and flags distressed sales

LANDEDnot checkedUNCHECKED

How this was judged

Landed50 changes on main

Difficulty7 · helper 7, agent +0helper: an app with its own codehelper: tests

Livenot checked · found: deploy config

Open sourceno

Points80 · 10 × L 2 × 4 × 1.0

NicheSoftware > Infrastructure > Data pipelines & scrapers · 137 niche points

D780

Resale search archiveA resale shopping assistant that analyzes item photos and searches listings

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed39 changes on main

Difficulty6 · helper 6, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: file storagehelper: outside APIshelper: tests

Livelocal only · the helper found: a deploy config file

Open sourceno

Points40 · 10 × L 2 × 2 × 1.0

NicheAI > AI applications > Search & RAG · 67 niche points

D640

Resale search assistantA resale shopping assistant that analyzes item photos and searches listings

LANDEDUNCHECKED

How this was judged

Landed38 changes on main

Difficulty5 · helper 5, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: file storagehelper: outside APIshelper: tests

Livelocal only · the helper found: a deploy config file

Open sourceno

Points40 · 10 × L 2 × 2 × 1.0

NicheAI > AI applications > Search & RAG · 66 niche points

D540

Taste swipe profilerA swipe app that builds a style profile and shows the evidence behind each trait

LANDEDUNCHECKED

How this was judged

Landed32 changes on main

Difficulty7 · helper 7, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: outside APIshelper: an ML pipelinehelper: tests

Livelocal only

Open sourceno

Points80 · 10 × L 2 × 4 × 1.0

NicheSoftware > Web products > Consumer apps · 130 niche points

D780

Browser design linterA browser extension that lints rendered pages for spacing, type and color issues

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed17 changes on main

Difficulty7 · helper 7, agent +0helper: an app with its own codehelper: its own servicehelper: several serviceshelper: a databasehelper: background workershelper: outside APIshelper: an agent runtimehelper: several deploy targetshelper: tests

Livelocal only · the helper found: a deploy config file, a CI job that deploys

Open sourceno

Points40 · 10 × L 2 × 4 × 0.5

NicheSoftware > Developer tools > Editor extensions · 61 niche points

D740

Food vendor finderA local food guide that lets visitors search and browse vendor listings

LANDEDnot checkedUNCHECKEDGIT ONLY

How this was judged

Landed17 changes on main

Difficulty5 · helper 5, agent +0helper: an app with its own codehelper: several serviceshelper: several deploy targets

Livenot checked · found: deploy config, a CI deploy job

Open sourceno

Points20 · 10 × L 2 × 2 × 0.5

NicheSoftware > Web products > Consumer apps · 30 niche points

D520

AI judgment gameAn interactive scenario game that scores player judgments on live mood gauges

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed16 changes on main

Difficulty5 · helper 5, agent +0helper: an app with its own codehelper: its own servicehelper: an agent runtime

Livelocal only

Open sourceno

Points20 · 10 × L 2 × 2 × 0.5

NicheGames > Games > Game AI & simulation · 30 niche points

D520

h 16 line

Product landing pageA landing page that collects a waitlist and tracks visitor events

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed10 changes on main

Difficulty4 · helper 4, agent +0helper: an app with its own codehelper: a database

Livelocal only

Open sourceno

Points20 · 10 × L 2 × 2 × 0.5

NicheGrowth > Content & SEO > SEO & content sites · 29 niche points

D420

Coding workflow toolsA toolkit that runs parallel coding agents, one per issue, from a coordinator

LANDEDUNCHECKED

How this was judged

Landed10 changes on main

Difficulty3 · helper 3, agent +0helper: an app with its own codehelper: tests

Livelocal only

Open sourceno

Points20 · 10 × L 2 × 1 × 1.0

NicheAI > Agents > Agent orchestration · 29 niche points

D320

Agent job supervisorA job runner that dispatches coding agents and binds results to verified evidence

LANDED

How this was judged

Landed8 changes on main

Difficulty2 · helper 2, agent +0

Livelocal only

Open sourceno

Points20 · 10 × L 2 × 1 × 1.0

NicheAI > Agents > Agent orchestration · 28 niche points

D220

Linter landing pageA landing page that presents a browser design linter and its rule set

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed8 changes on main

Difficulty2 · helper 2, agent +0helper: an app with its own code

Livelocal only

Open sourceno

Points10 · 10 × L 2 × 1 × 0.5

NicheGrowth > Content & SEO > SEO & content sites · 14 niche points

D210

Design system docs deployA component library fork set up to build and deploy its documentation site

LANDEDnot checkedUNCHECKEDGIT ONLY

How this was judged

Landed5 changes on main

Difficulty2 · helper 2, agent +0helper: an app with its own codehelper: tests

Livenot checked · found: deploy config, a CI deploy job

Open sourceno

Points10 · 10 × L 2 × 1 × 0.5

NicheSoftware > Infrastructure > Deploy & cloud · 13 niche points

D210

Expert knowledge baseA knowledge base that distills expert writing and flags where experts disagree

LANDEDUNCHECKEDGIT ONLY

How this was judged

Landed3 changes on main

Difficulty3 · helper 3, agent +0helper: an agent runtime

Livelocal only

Open sourceno

Points10 · 10 × L 2 × 1 × 0.5

NicheAI > AI applications > Document & data extraction · 13 niche points

D310

Research prompt skillAn agent skill that writes structured prompts for deep research tools

COMMITTED

How this was judged

Landed2 changes on main

Difficulty1 · helper 1, agent +0helper: config and glue

Livelocal only

Open sourceno

Points10 · 10 × L 1 × 1 × 1.0

NicheAI > Agents > Agent tools & MCP · 12 niche points

D110

Book taste duelA reading app that learns book taste from head-to-head picks

COMMITTEDnot checkedUNCHECKED

How this was judged

Landed2 changes on main

Difficulty2 · helper 2, agent +0helper: an app with its own codehelper: its own servicehelper: a databasehelper: tests

Livenot checked · found: deploy config, deploys in the last 90 days

Open sourceno

Points10 · 10 × L 1 × 1 × 1.0

NicheSoftware > Web products > Consumer apps · 12 niche points

D210

State map packageA mapping package that draws US state boundaries from census shapefiles

COMMITTEDUNCHECKEDGIT ONLY

How this was judged

Landed2 changes on main

Difficulty0 · helper 0, agent +0helper: tests

Livelocal only

Open sourceno

Points5 · 10 × L 1 × 1 × 0.5

NicheScience > Research > Science & research tools · 6 niche points

D05

Prompt tool landing pageA landing page for a prompt management tool, tuned for accessibility

COMMITTEDnot checkedUNCHECKEDGIT ONLY

How this was judged

Landed2 changes on main

Difficulty2 · helper 2, agent +0helper: an app with its own codehelper: its own service

Livenot checked · found: deploy config

Open sourceno

Points5 · 10 × L 1 × 1 × 0.5

NicheGrowth > Content & SEO > SEO & content sites · 6 niche points

D25