Find Every Edge.
I'm Clayton Camera — a technical founder who builds AI systems, autonomous agents, and full-stack software that find hidden revenue and automate the work teams shouldn't be doing. Below is a selection of what I've shipped — public products, research projects and concepts, with their status shown below.
*Author-curated coverage index for the BTC research workspace — a breadth measure, not a benchmark or accuracy score.
Current focus · October 2026
🛠 Work With Clayton
AI systems that find hidden revenue and automate the work your team shouldn't be doing.
I build the same kind of systems you see below — for companies. Every engagement starts with a fixed-fee audit that puts a dollar figure next to every leak, ranked by speed-to-cash. The audit credits toward the build if you move forward, so the diagnosis costs nothing if we ship together.
Portfolio
The Work
Real ventures and systems — live products and deep research. Each one lists who it helps and the edge it delivers.
Ascent Vision
Search visibility, websites and lead systems.
A marketing company I co-founded with Grayson Sorrentino for service businesses. We connect technical SEO, useful service content and clear inquiry paths with practical follow-up and reporting. My focus is the technology and systems behind delivery.
OrbitRoute
The routing layer for the orbital-compute era.
A compute-routing platform with live orbital tracking, workload modeling, APIs and SDKs. It compares cost, latency and orbital constraints while keeping modeled capacity distinct from capacity available to buy. Orbital execution remains simulated; the public comparator recommends terrestrial cloud when the modeled economics favor it.
Practically Natty (PNP)
The operational backbone of a live peptide brand.
Commerce engineering for a WooCommerce brand where I am CTO & Managing Partner: storefront integrations, order and payment workflows, inventory and cost tracking, affiliate commissions, customer rewards, and scheduled promotions. The work connects the customer experience to the systems that keep the business running.
MMS HUB
A paper-first control plane for multi-algorithm trading research.
A paper-first research stack for data ingestion, strategy experiments, bot orchestration, risk gates and explicit promote-or-kill decisions. An adversarial audit found the strategies were not investor-ready. The public preview explains the architecture and evidence without exposing owner controls or claiming a proven trading edge.
Universal Analyst Engine
Momentum intelligence across five worlds at once.
A multi-domain AI engine that scores, ranks, and tracks entities across sports, markets, brands, politics, and entertainment. Narrative ingestion, Polygon.io market data, AI sentiment scoring, and alerting across 5 domains. Its backend was shelved on October 7, 2026, so ingestion and the live dashboard are offline; the page now documents the research as an archive.
BTC Intelligence Brain
A 15-chapter Bitcoin research workspace.
Covers macro cycles, on-chain metrics, technicals, sentiment, institutional flows, trading frameworks, and risk management — with live market data, a 3D diagram of the system, and a research activity feed. It also keeps a public forecast ledger: every prediction is timestamped, resolved on schedule, and scored against a dumb baseline. — resolved forecasts. The current hit rate and baseline comparison are published in the linked scorecard. Open the ledger for its source timestamp. Candidate gates can change as evidence accumulates; research stays paper-only until explicit owner review. Coverage Score: 189* (author-curated breadth index, not an accuracy score). Educational research only — not financial advice.
PersonalVault
Personal documents, encrypted in the browser.
A personal document vault with AES-256-GCM encryption in the browser. It explored client-side encryption, encrypted storage and document organization; security depended on the implementation, device and key handling. The backend was shelved on October 7, 2026, and sign-in and new accounts are closed.
ULTRON
Autonomy that can't act without your approval.
A local agent prototype built around human approval for side effects. It reads, plans and proposes actions for review, with an approval queue, hash-chained audit log and kill switch. It supports local Ollama and cloud model adapters. The public page demonstrates the interface; source access is by request.
PeptiDex
Scattered peptide research, made legible.
A structured peptide and compound reference with searchable profiles across 10 research categories, side-by-side comparisons, linked scientific references, a reconstitution calculator and a glossary. The live library carries the current records as the collection grows. Educational research only — not medical advice, and PeptiDex does not sell peptides.
KnockFiber
Recruiting relationships for fiber-sales teams.
Independent fiber-sales recruiting for individual reps, crews, blitz teams and agencies. English and Spanish application paths connect candidates with partner sales organizations. KnockFiber is an independent recruiting business; placement, territory and acceptance depend on the partner and role.
NBA Loophole Brain
A research workspace for basketball odds and schedules.
A 12-module NBA research dashboard for comparing model estimates with market lines: odds modeling, schedule-stress analysis, pace projections, injury-impact scoring, prop markets, an arbitrage window scanner and CLV tracking. The public board is a demonstration built on a static snapshot from April 8, 2026; it does not update live.
FORMIX Ant Protein
A performance-nutrition brand concept.
An early performance-nutrition brand and storefront concept. The page explores a potential ant-protein product; nutrition, sourcing and environmental claims have not been established for a finished product. Not available for sale.
Agora — Library of Minds
The West's foundational thinkers, source-traceable.
A public-domain reading room for the philosophers who built the operating system of the West. 16 seed authors — Plato, Aristotle, Socrates, Heraclitus, Parmenides and more — with a compact catalog, source-traceable provenance (Gutenberg, Open Library, Wikidata, Perseus), and an in-browser reader. Modern copyrighted translations are never bundled.
Diogo Fitness
A coaching website with a clear next conversation.
Delivered through Ascent Vision: service pages, a personal journey, educational articles and an application flow that prepares an Instagram message. The website connects public content with the coach's existing way of speaking with prospective clients.
RAIDEN
An artist identity you can play with.
A public artist-site concept with a playable browser DJ booth, generative storm visuals and music, press and booking layouts. It demonstrates interactive web design; artist content and commercial rollout remain in development.
Tallahassee Camera Intelligence
Every public camera on one map, while it was running.
A real-source public-camera aggregation dashboard for Tallahassee and Leon County. 407 verified cameras dedup'd from 593 raw feeds across City ATMS, FDOT, FL511, WeatherSTEM, FAA, and regional webcams — live snapshots proxied through a per-source Referer-aware backend. Map-first, dark-themed, with live traffic incidents and congestion overlays. Its deploy has been down since 7 June 2026 and hasn't been prioritised back up; the code and the camera ledger are intact. Listed here as built work, not as something you can open today.
Ship Log
What shipped recently
The systems above aren't finished products sitting still — they get worked on every week. These are selected releases, dated. Every line landed on a live system, and the ones where the answer came back negative are here too.
- Oct 17, 2026Public website work
Added Diogo Fitness and the RAIDEN website concept to the portfolio network. The catalog now includes delivered websites and interactive design work alongside the venture, research and product projects, with their different stages made explicit.
- Oct 16, 2026Portfolio network
Clayton Camera, Work With Clayton and this portfolio now reflect the current work across Ascent Vision, KnockFiber and OrbitRoute. Project descriptions point to public products, replace moving operating counts with capabilities, and keep research claims tied to their evidence.
- Oct 13, 2026Ascent Vision
Launched the public website for Ascent Vision: search visibility, websites and lead systems for service businesses. The company is co-founded with Grayson Sorrentino, with my work focused on the technology and delivery systems.
- Oct 5, 2026PeptiDex
Separated the research library from commerce. PeptiDex remains a standalone educational reference with searchable profiles, comparisons and linked publications; it does not sell compounds.
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Sep 28, 2026RCLX / KnockFiber
The private business dashboard gained a dedicated FiberPitch training section: portal engagement, recent signups, training progress and quiet accounts, with a visible snapshot time and coverage limits. Older unused accounts can be left out of the active training count without deleting their records. Recruiting, training and verified sales remain distinct, and activity from other managers' portals is not assumed to be captured.
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Sep 28, 2026LoopholeMaxing / Work With Clayton
The portfolio, Work With Clayton and Clayton Camera pages now describe the connected business and training capabilities. The homepage reads BTC forecast totals and baseline comparisons from the public ledger, with a source timestamp and an explicit unavailable state. Ended promotions and older portfolio counts no longer read as current operating facts.
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Sep 22, 2026 Loopholemaxing
A readability and accessibility pass across the portfolio and the BTC Brain, MMS HUB, ULTRON, Agora, Universal Analyst, PersonalVault and NBA Brain pages, with no existing copy, figure or claim changed. Muted text now clears WCAG AA contrast, the smallest labels were raised to 12px, and the homepage's card and ship-log text reads at 15–16px. Phones get a real menu instead of a lone icon, and tablets no longer squeeze the link row. On the BTC Brain, the "not financial advice" banner had been rendering underneath the page's own fixed header; it is now fully visible, the source-health and key-level panels no longer sit behind the sidebar, and space is now held for them so the page doesn't jump when they load. Skip links, visible keyboard focus, labelled form fields and a 404 page that fits a phone round it out.
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Aug 26, 2026 OrbitRoute
The resource contract is now modality-aware — CPU/GPU/NPU/FPGA/QPU — instead of GPU-shaped, with two rules enforced in code rather than policy: a request that states nothing stays GPU-only, so new hardware can never silently capture existing traffic, and capability is evidence-gated — a simulator profile is listed but never compute-eligible. Four public read-only endpoints shipped with it, including a deterministic benchmark anyone can run: the reference solver honestly scores 0 wins and 20 ties against the classical baseline, and the page says so.
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Aug 25, 2026 OrbitRoute
Honesty wave on the fleet itself. The public discovered-satellite count was quietly inflated — 27 of 264 rows were objects the catalogue declines to name, and the endpoint now reads the honest figure. The same wave found the fleet cap breached in a way that could never self-heal: a cycle starting at 11,998 ran its full batch and parked prod permanently red at 12,048 — fixed with cap enforcement inside the add loop and reversible soft deletes. Placeholder "TO BE ASSIGNED" catalog names no longer publish as satellite identities. Canary back to green, now 15 checks.
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Aug 25, 2026 Practically Natty
An accuracy pass over every affiliate-facing surface, because you cannot redesign a dashboard while it gives three different answers to "what do I earn?". The public tier ladder advertised a 50% personal discount the engine has never granted — the same page said 30% higher up, and the wrong number was the more generous one. Live copy now matches the engine everywhere, and the six Elite affiliates finally see their real 15%/16% rates instead of a generic figure.
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Aug 24, 2026 OrbitRoute
The satellite catalog query had been stopping at NORAD id 100,000 — and the five-digit catalog was exhausted in July, so every newer object was structurally invisible. Extended to full legal Alpha-5 scope: the census is complete at 32,306 catalog objects, highest identifier 270,449, with a fifteenth canary check that proves full-scope publication on every cycle instead of trusting it once.
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Aug 23, 2026 BTC Brain
The promotion gate cleared for the first time: the guard24 24-hour candidate reached 190 resolved forecasts at a 65.8% win rate with a Wilson 95% lower bound of 58.8% — above the bar — and positive expectancy after maker fees, so the signal contract flipped from shadow to actionable_paper. Same scoreboard, same rules that said no for months. Still paper-only, still zero trades: manual promotion review is the next gate, and the global ledger remains behind always-guessing-up.
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Aug 22, 2026 Practically Natty
The promotion engine's second full run armed itself the night before and opened on schedule at midnight: the Back to School Sale, up to 30% off through Sep 7, tiers assigned by all-time units sold and generated from live order data by script rather than hand-picked. It registers its own fee-label prefix and purges cache at both ends — the two traps the Summer Sale taught. Same wave, CC2 closed the self-referral loophole: an affiliate buying through their own link no longer earns commission on their own purchase.
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Aug 21, 2026 Practically Natty
A $374 affiliate order went out the door for $47.51 — her own coupon, the 30% personal discount, and peptide credits all stacked, for a true P&L of minus $100.01. Shipped a 50% total-discount ceiling across the whole money path: every discount source still applies, credits calculate last and absorb the clamp, so no combination of promotions can ever discount an order past half price.
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Aug 18, 2026 Practically Natty
Ten dictated storefront edits shipped live: two stacks renamed with 301s, savings rendered red sitewide, checkout instructions moved onto a high-contrast panel, the footer gmail replaced with the brand address, and an unverifiable US-manufacturing claim deleted. Two of the edits briefly took the site down — both my own mistakes, both reverted from backup within a minute, both on the record.
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Aug 17, 2026 Practically Natty
Rebuilt the research stacks from the order book. Nine stacks had sold exactly one unit ever — 0.4% of all-time revenue — and market-basket analysis showed why: five of nine recipes contained a SKU nobody buys, and none included bacteriostatic water, which attaches to 15.6% of orders on its own. The new stacks are built from combinations customers actually assemble. Same wave: the mobile category page had been spending ~700 of an 812-pixel screen on chrome before the first product — the grid now shows 163px sooner.
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Aug 16, 2026 Practically Natty
Continue with Google is live on the storefront. The case was measurable, not cosmetic: 60 guest buyers have no account, and 260 earned credits sit unredeemable because redemption is login-only — sign-in is the lowest-friction path that converts those buyers into account holders.
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Aug 13, 2026 KnockFiber
Expansion waves 17–21 in four days: West Texas bilingual, Washington and Wisconsin beachheads, in-turf gap markets, the I-75 corridor, and two Spanish-primary funnels — the surface grew from 259 cities to 294 cities across 47 hubs. A routing fix in the same wave stopped expansion markets from swallowing active-turf area-code pins.
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Aug 13, 2026 MMS HUB
Turned the trading estate into two honest, connected surfaces: a public MMS research preview and a full owner Trading Cockpit inside The Window. The public page shows the architecture, all promotion gates, the adverse audit result, and a live pull from the BTC ledger; the owner view maps the complete bot roster, source-of-truth hierarchy, open risk gaps, and rebuild order. Nothing was promoted or enabled. The live candidate remains shadow-only, and every unavailable feed fails closed instead of manufacturing a green dashboard.
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Aug 9, 2026 OrbitRoute
Audited the outreach database and found the thing being sold had been pitched in about ninety-nine emails and linked in none of them — every send pointed at a status page instead of the buy page. Checkout attempts to date: zero, which is exactly what you would expect. The cold-email experiment running on top of this had no buy path in it, so a null result would have been read as "cold outreach doesn't work" when the ask had never actually been made. Fixed the template. The drafts already approved and queued still carry the old body, because the scheduler sends stored HTML verbatim — and rewriting an approved message would quietly invalidate the approval that made it sendable, so that one is a decision, not a deploy.
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Aug 8, 2026 KnockFiber
The application form's spam honeypot was a hidden field named
company. That is also a Chrome autofill token — so the browser was filling it in for real applicants and the form was silently discarding their applications as bot traffic. Nobody complains about this one, because the people it affects never know they didn't apply. Dropped submissions are now logged instead of vanishing. Same wave: the post-submit view was scrolling away from the "save this number" step on every converting lead, and the Google Jobs markup was violating Google's own HTML-format rules site-wide. 2,018 tests green. -
Aug 8, 2026 Work With Clayton
An audit in July disproved a performance number that was still sitting on my own sales page. The fix was written and committed on Aug 6 — and the static-site build failed in the same minute, silently, so the live page kept serving the disproved claim for two more days while git showed it resolved. Caught by diffing the deployed HTML against the repository rather than trusting the commit. All pages now match byte-for-byte. "Shipped" means the bytes changed at the URL — a merged commit is not evidence of either.
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Aug 7, 2026 Practically Natty
Retired the old cartoon mascot from the entire catalogue — 95 images, and zero products, variations or categories still carry it. The new brand existed only as marketing photography, whose largest usable vial crop was 285×766 against a live catalogue of 2000×2000 renders with a 608×717 label. Rebranding by upscaling that photo would have been a sevenfold enlargement of every element including the type: downgrading fifty-six products to make them match a brand. So the vial was kept and only the label replaced — the glass, cap, lighting and reflections in the existing renders carry no branding, only the label does. The two elements that are the mark were cut as real pixels from the source. Nothing was redrawn by a model.
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Aug 6, 2026 Practically Natty
A compound rename swept every line of text on the store — and left the old spelling baked into the pixels of a product photo for sixteen days. Rebuilt the composite from its original sources, proved the rebuild was byte-identical to the live file before touching anything, then swapped it under a new filename so no CDN could serve the old one.
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Aug 5, 2026 MMS HUB
Put all nine trading strategies through a 22-agent audit in which every finding had to survive a second agent whose job was to refute it. The verdict was that none of them are investor-ready — the best genuine win rate on the entire board is ~60.5%, and honest sustained throughput is about two trades a day. Published the negative result rather than the backtest that would have read better.
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Aug 4, 2026 KnockFiber
Every market ranking until this point sorted on carrier coverage percentage, which put towns of four hundred people at the top. Re-ranked on coverage × population — one join against census estimates — and the largest uncovered market in the country turned out to be sitting near position 1,100. Shipped 30 city pages and 5 metro hubs off that finding; the surface is now 255 cities across 44 hubs.
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Aug 4, 2026 OrbitRoute
The orbital-elements feed cut us off, and the physics layer went blind — pass windows collapsed from 102,000 to zero. Moved the platform onto the official 31,672-object catalog as its primary source. The rule that came out of the outage: a 304 Not Modified means our copy is current and can be trusted; a timeout means nothing, and relaying it would stamp unknown-age data as fresh.
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Aug 3, 2026 OrbitRoute
The AI Compute Audit became purchasable for the first time — three live price tiers and a real checkout session. Fulfilment is deliberately manual: a sale pages a human rather than triggering a generator, because the deliverable is the part that has to be right.
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Aug 3, 2026 OrbitRoute
Ran 64 queued outreach drafts past a 7-agent pre-send review before a single one left the building. Seven were held: a stale fleet count, two notes greeting the wrong person at the right company, and one addressed to a firm that had entered receivership. 57 went out.
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Aug 3, 2026 Practically Natty
Moved the money-path tests into CI. Commission math, credit ledger, and discount arbitration are now checked on every push instead of by hand after a release — which is where they used to get checked, when someone remembered.
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Jul 31, 2026 Practically Natty
The Summer Sale ended on schedule and disarmed itself — tiered discounts and nine bundle stacks off at the stroke, no midnight store edits at either end. Final: $6,254.70 across 34 orders.
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Jul 31, 2026 OrbitRoute
Five independent agents went through the live site hunting for claims that couldn't survive a
curl. What they found got corrected, not softened — the same standard the July audit set. -
Jul 28, 2026 PeptiDex
All 79 compound images had come from one function that drew four shapes and recoloured them by category — so for roughly thirty compounds the picture contradicted the entry's own data: non-peptides drawn as injectable vials, topicals given an injection route, two different compounds rendered byte-identically. Replaced with plates derived from the real fields, gated so a residue strip is drawn only when the sequence actually matches the stated length.
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Jul 28, 2026 This network
Wired five domains onto one person entity — a single id, defined once, referenced everywhere — then pointed 30 agents at the result and told them to prove each other wrong. Two already-published claims came back false and got visible corrections rather than quiet edits.
Updated as things ship. Private operations are described here; their records and access links stay in the owner workspace.
Have a system that should exist but doesn't yet?
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Work With Clayton →📬 The Loophole Letter
Build notes from the work in progress.
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