tokenmaxxing.com/drewx_design

@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

Share on X

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

counting 10+ landed changes · show all

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

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