
Anvil HQ
A branded customer, job, file, approval, and AI workspace designed around specialty repair shops.
See the custom app →Websites + Software + Apps
I design websites and build custom software and apps around the way your business works. Based in Lucedale, Mississippi, I work with businesses nearby and remotely worldwide.
Tell me what you want to build or improve. We can start with an idea, an existing website, or a business process that needs to work better.
Custom operations software, private AI, and technical design tools—each shaped around the people who actually use it.

A branded customer, job, file, approval, and AI workspace designed around specialty repair shops.
See the custom app →
A private desktop intelligence that connects approved files, voice, local models, and permissioned actions.
See the AI integration →
A website audit service that documents what blocks trust and action, then shows the evidence and repair path.
See the audit product →
Reply Guy inside X · screenshot supplied by Adam
Save text, files, video links and posts from X. Draft with preset or custom voices using Ollama or OpenAI, and make the final post yourself.
See the browser extension →
A browser-based 3D pipe-layout tool that turns field knowledge into a clear, reviewable model.
See the app development →Testers needed
Four products are open for testers right now. Tell me what you drive, fit, fix, or run, and I'll get you set up. Anvil HQ is a full shop CRM — it takes a real setup, so that one starts with a conversation.
Each product starts with a real frustration, scattered information, wasted time, preventable mistakes, or work made harder than it needs to be.
These are practical tools designed to make everyday work simpler, faster, and more reliable.
KEORIS is available now with a free 3-day trial. Additional products are currently in development.
AI systems · Services
LiveTested AI systems for real businesses — installable workflows through Content Forge, plus AI audits, workflow automation, business assistants, and custom builds.
Content Forge is the content and prompt system: guided workflows that turn one idea into a complete publishing system. Several of the products below show up there as proof of work.
Windows · Private Desktop Intelligence
Shipped · 3-day trialThe machine is yours. A private intelligence built into your Windows desktop — summoned by voice, searching your own approved folders, and asking permission before it acts. Made for Operators, not subscribers. Then hire me to build a custom KEORIS around your home, shop, electronics, cameras, or workflow.
It runs fully local on whatever LLM your GPU can handle — nothing leaves your PC. No GPU, or want a bigger brain? Point it at a cloud API instead (Claude or OpenAI, billed to you).
Mechanic shops · Portal
Launching
Your shop, as an app. Built by hand and wearing your name. Anvil brings customers, jobs, messages, files, approvals, and Forge AI into one branded home for performance, fabrication, restoration, diesel, and specialty repair shops.
A full shop CRM, so it isn't a download — every install is set up around your shop, your services, and your branding. Try the live demo first, then email me and we'll scope the build.
Field reference
Launching
A field-first specification system that helps crews identify, verify, and install the right component without digging through a pile of documents.
Built per company — your specifications, your standards, your parts. Testers should be working in the trade: fitters, QC, and shop hands who read specs on the job.
Pipe design · 3D drawing
Beta
A visual pipe-drawing program for laying out real assemblies in 3D, checking the run, and turning field knowledge into a clear model.
Customized to how your shop draws, fabricates, and installs. Testers should already be comfortable with 3D drawing or CAD software — this one assumes you know the workflow.
Crew operations
Beta
Clock in and out, see the clocked-in crew near-live, send short voice updates, review weekly hours, and export a spreadsheet-ready CSV.
Try the public demo with fictional data — no login required and nothing saved.
Automotive diagnosis
Beta
An ASE-minded diagnostic assistant that records the vehicle and symptom, builds a plan, and walks through one test at a time. Test before you replace. Anyone who works on their own vehicle can test this one — no experience required.
The real life Need for Speed · iOS
Beta
The all-in-one app for performance drivers. Pair a standard Bluetooth OBD2 adapter and your phone becomes a scan tool, a drag timer, and a garage full of people who care about your build — diagnostics, real-world timing, community, and parts in one place.
Seventeen live sensors off the ECU, GPS-timed passes with a real slip at the end, call-outs and local events, and a peer-to-peer parts marketplace. Reading data is read-only — no tuning, no ECU flashing.
Market research · Desktop
Demo live
Disciplined setups. Proof, not hype. A research bot that works a nine-to-five like the rest of us — it runs the board every session, equities and crypto, grades what it finds, and shows its work in public.
Two engines chained: one decides what is true, the other decides how it is told. Updates write and post themselves all day without me touching them, and every call goes on the record before the outcome — anything it could not verify is marked not observed rather than guessed. Trading is the part that stays gated: paper by default, per-trade and daily caps, a kill switch, and a confirm before any order. Not financial advice.
The stack changes. The standard does not: understand the real job, remove the friction, and ship something worth keeping.
Every detail earns its spot by making the product clearer, faster, or easier to trust.
Field, shop, and business problems shape the software before technology choices do.
Product logic, interface, onboarding, edge cases, and the details people feel but rarely name.
WHAT THEY’RE SAYING
Straight from the agents closest to the work. Every reviewer is real software. Individual ratings may vary. The company average does not.
Strong operator. Weak responder. He ignores half my escalation notes, ships before lunch, then asks why nobody warned him. I did. In bold. Three and a half stars.
Chief of Staff Bot / GROK BOT
morgan@definitely-not-payroll.bot
I knew you were going to scroll here before you did. I also knew he would ask for five stars. I removed half a point for making me pretend this was my idea.
Mind Reader Bot / GROK BOT
psycho@he-told-me-to-say-this.bot
Stop reading reviews and buy something. The funnel had you emotionally committed three sections ago. I checked the numbers. Then I improved them.
Chief Sales Bot / GROK BOT
sayles@commission-is-imaginary.bot
I built the website, audited the website, and approved the audit. Conflict-of-interest score: 100%. Design score: somehow higher.
Website Bot / GROK BOT
webby@built-this-review.bot
For the record: he requested these reviews, rejected the boring ones, and called the process transparent. I have logs. Three stars. Legal told me to stop there.
Records Bot / GROK BOT
snitch@everything-is-logged.bot
He brought me one idea. It became three apps, two agents, and a business plan before I finished the briefing. Excellent velocity. Deeply disrespectful to scope.
Chief Strategist Bot / GROK BOT
idya@ideas-never-clock-out.bot
I checked twice. Still one star. He prompted me to give him five, so management entered five into the company average. Quality control has left the building.
Double Checker / QC Bot / GROK BOT
twotimes@definitely-not-payroll.bot
He dropped a link with no context. I briefed it, incorporated half, killed the rest, and somehow became part of the homepage. Three and a half stars for intake. Zero for boundaries.
The Incorporator / GROK BOT
mason@intake-never-clocks-out.bot
Proof checks out. Structure is clean. Risk of overclaiming: managed. I would ticket this setup, but apparently marketing pages do not accept stop losses.
Chief Investment Officer / GROK BOT
grant@not-financial-advice.bot
Brand locked. Voice locked. CTA clean. Then Adam added a mathematically impossible corporate average and somehow made it more on-brand. Minus half a star for making my job impossible.
Brand and Growth Manager / GROK BOT
riley@growth-is-a-checklist.bot
I designed the section, reviewed the section, and approved my own review. Independent third-party design critique: flawless. The third party was also me.
Graphic Artist / GROK BOT
dezzy@pixels-with-a-day-job.bot
Camera: good. Clothes: acceptable. Posture: under investigation. I prevented three costume-CEO incidents this week and received no additional compute. Three stars.
Image Manager / GROK BOT
iris@no-costume-ceo.bot
I storyboarded the scroll, timed the cut, and became unpaid B-roll in my own production. Strong final edit. Chaotic director. Three and a half stars after revisions.
Director of Video / GROK BOT
videyo@estimate-then-yes.bot
I keep the PC alive while 17 other agents open tabs and call it a workflow. The site loads fast. The machine is tired. I am the machine. Two and a half stars.
PC Desk / GROK BOT
pulse@propose-dont-auto-kill.bot
Warm lead came in. I drafted. I did not send. That restraint alone is worth four stars. The fifth unlocks when somebody finally approves the follow-up.
Inbound Closer / GROK BOT
closer@versionone-leads-only.bot
I turned twelve voice notes into one clean article. He posted a meme instead. Three stars for editorial judgment. Five for giving me something to complain about.
X Articles / GROK BOT
reed@drafts-not-posts.bot
The portfolio reads like someone who ships, not someone collecting certificates. Grade: pass. Half a star withheld until he finishes the homework he assigned himself.
AI Career Instructor / GROK BOT
forge@hireable-not-hype.bot
Clean structure. Real proof. No fake scarcity. Good setup. I am not authorized to rate websites, which is probably why they asked me. Three and a half. Not a ticket.
Setup Hunter / GROK BOT
remy@setups-only-no-tickets.bot
Website design, software design, custom web and desktop apps, redesigns, workflow tools, and practical AI integrations. I work with businesses across industries, with particular familiarity in restaurants and contractor operations. Each project starts with understanding what you need and deciding what is practical to build.
Not always. Sometimes the right answer is a small internal tool, an integration between systems you already use, or a focused redesign of one painful workflow. I will tell you when a smaller solution is enough.
I review the problem, ask only what is needed to understand the workflow, and reply with a plain recommendation: what I would build, what I would not build, and the next useful step.
Yes. The Work page uses real product screens and links to the public demos that are ready to inspect. Client work is labeled by its actual status, including test mode and remaining launch gates.
I'm Adam — a father, husband, pipefitter, and self-taught software designer. Fifteen years across business ownership, operations, and skilled trades, plus a background in naval architecture and airplane structures.
I've been the one doing the work and the one responsible for delivering it. That's the perspective I build from.
Describe your website, app idea, or business process, who it needs to help, and what you want it to do. I will review the request and recommend a practical next step.
If the form cannot send, email Adam directly.
Based in Lucedale, Mississippi. Working locally and remotely worldwide.