AI · Web · Applications

We ship the systems everyone else is still demoing.

Web Enclave is an AI, web and application development consultancy. We take the ambiguous brief — the agent, the platform, the thing nobody has built yet — and put it in production.

26 Shipped projects
14 Technical dispatches
1st AudioCraft 24h hackathon
3rd Autonomous Agents AI hackathon
The Enclave

A held position, not an agency org chart.

An enclave is a piece of ground you keep. Ours is a practice built so that the people who scope your work are the people who write the code — no account layer, no handoff to a delivery team you have never met. Briefs arrive ambiguous and leave as software with a URL.

A 01 / 03

AI Systems

LLM applications, agents, retrieval pipelines, fine-tuned models — and the evaluation harnesses that keep them honest once real users arrive.

  • Agent and tool-use architectures
  • Retrieval over your own corpus
  • Fine-tuning and custom model serving
  • Evals, guardrails and cost control

Fine-tuned and served a custom MusicGen model on AudioCraft + Flask; first place at the AudioCraft 24-hour hackathon and third at the Autonomous Agents AI hackathon.

B 02 / 03

Web Platforms

Marketing sites, product dashboards, real-time multiplayer backends. Fast by default — this page ships its entire stylesheet inline and paints in under a tenth of a second.

  • Product and marketing front ends
  • Real-time and multiplayer services
  • Edge deployment and caching
  • Performance and Core Web Vitals work

OpenFret and NutriBreakdown run in production; Neon Velocity moves authoritative multiplayer state over Colyseus.

C 03 / 03

Applications

Cross-platform apps, desktop utilities, game clients and the services behind them — including the unglamorous infrastructure that keeps them up.

  • Desktop and cross-platform clients
  • Game and simulation front ends
  • Backend services and job pipelines
  • Self-hosted and cloud infrastructure

SnapCord ships through the Microsoft Store; the satellite simulator cut its build from ~900s to ~150s on Ampere.

Selected work

Things we built that are live right now.

Two products in production and the builds with footage. The full catalogue of 26 is below.

OpenFret — screenshotLIVEopenfret.com

OpenFret

openfret.com

From tracking your guitar collection to AI-powered practice sessions, real-time collaboration, and a thriving community — OpenFret is the only platform you’ll ever need as a guitarist.

NutriBreakdown — screenshotLIVEnutribreakdown.com

NutriBreakdown

nutribreakdown.com

Simply describe what you ate and let AI do the rest. Get comprehensive nutrition tracking, beautiful insights, and personalized recommendations to reach your health goals.

FishChip

kbve.itch.io

An engaging and addictive fishing game with unique mechanics and vibrant graphics.

itch.io Mini Jam 153 — Fishing

2024PhaserAstroReactTailwind

TravelBox

kbve.itch.io

A travel-themed puzzle game designed to challenge your strategic thinking.

itch.io Mini Jam 154 — Travel

2024PhaserReactViteNx
The index

Everything, in one directory.

Games, AI tools, addons, client work and the odd experiment. Filter it.

001 OpenFret From tracking your guitar collection to AI-powered practice sessions, real-time collaboration, and a thriving community — OpenFret is the only platform you’ll ever need as a guitarist. openfret.com 002 NutriBreakdown Simply describe what you ate and let AI do the rest. Get comprehensive nutrition tracking, beautiful insights, and personalized recommendations to reach your health goals. nutribreakdown.com 003 FishChip An engaging and addictive fishing game with unique mechanics and vibrant graphics. kbve.itch.io 004 TravelBox A travel-themed puzzle game designed to challenge your strategic thinking. kbve.itch.io 005 Neon Velocity A dynamic multiplayer vehicular combat game with shape-shifting arenas and strategic gameplay elements. bchip1.itch.io
006 Learn A platform for interactive educational games and tutorials. learn.webenclave.com ×
007 Gambling A platform for gambling games using vanilla JavaScript. gambling.webenclave.com ×
008 CryptoThrone A unique gaming experience combining crypto and strategy. cryptothrone.com 009 Galactic Multiplayer 2D top-down PvP space shooter. galacticoverkill.com 010 Kaetram Contributed to this open-source multiplayer RPG, enhancing its features and gameplay. kaetram.com 011 RentEarth Project Atlas. rentearth.com
012 LoFi Focus lofifocus.kbve.com ×
013 Web Enclave on YouTube Created educational content focusing on computer science and software development using AI. youtube.com 014 ScoreboardScreenshot A useful addon for capturing in-game scoreboards with ease. curseforge.com 015 Battleground Callouts A World of Warcraft addon designed to streamline communication during battlegrounds by providing quick-access buttons to send pre-defined messages to your team. Whether you’re calling out incoming enemies or notifying your team about cleared locations, this addon helps you stay focused on the action. curseforge.com 016 Drinking Roulette Discover your next favorite cocktail. drinking.webenclave.com
017 Space Real-time satellite simulation. space.webenclave.com ×
018 Airsoft Part Picker An online tool to compare and select airsoft gun parts. airsoftpartpicker.com
019 Airsoft Hut Airsoft deal tracker. airsofthut.com ×
020 KBVE An online programming and gaming community I administer. kbve.com
021 Top Necesse Servers A platform for finding the best servers for the game Necesse on Steam. topnecesseservers.webenclave.com ×
022 SnapCord The ultimate tool for capturing and sharing screenshots directly to your Discord channels. Whether you’re gaming, collaborating on work, or sharing creative ideas, SnapCord makes it seamless and efficient. It operates quietly in your system tray and is always ready when you need it — one hotkey handles the screenshot and the upload. apps.microsoft.com 023 DJ Big Chip Mixing with Logic Pro. soundcloud.com 024 Chicky Vac chickyvac.com 025 Chicky Chippi chickychippi.com 026 Chippi Cycle chippicycle.com

Open the full catalogue 26 / 26 shown

Method

Inside the problem, not around it.

Three moves. No discovery phase that produces a deck instead of a build.

01 — RECON

Recon

We read the actual system — the code, the data, the constraint you have stopped noticing. You get a written map of what is actually possible, what it costs, and what we would cut.

02 — BUILD

Build

Short cycles against a live environment. Something is deployed and clickable in week one, and it stays deployed. Scope moves; the ship date does not drift quietly.

03 — HOLD

Hold

Handover is documentation, infrastructure you own, and a period where we are still on the hook. If you would rather we keep holding it, we do that too.

Engage

Start small. Scale what works.

Three ways in. Most work starts with the first one.

Fixed fee · 1–2 weeks

Recon

A scoped assessment of one problem. Where AI or automation genuinely pays in your stack, where it does not, and the shortest path to the first shipped thing.

  • Written technical map
  • Prioritised opportunity list
  • Cost and effort ranges
  • A recommended first build

Enquire

Monthly · ongoing

Standing

A retained line into the enclave. Continuous delivery, on-call for the systems we built, and someone senior to argue with before you commit to a direction.

  • Reserved monthly capacity
  • Priority response
  • Ongoing delivery
  • Architecture review

Enquire

Dispatches

What we write down.

14 posts on the things we hit in production — debugging, infrastructure, model training and game jams.

29 Jan 2026 OpenFret: The All-in-One Platform I Built for Guitarists 3 min 14 Feb 2025 Debugging Python Code Like a Professional: My Journey and Tips 7 min 31 Jan 2025 A No-Nonsense Guide to Python Environments with uv 4 min 7 Nov 2024 Setting Up a Secure Local Network with Caddy, Cloudflare DNS, and Let’s Encrypt 4 min 16 May 2024 My Journey Through Gamedev.js Jam 2024: Building “Neon Velocity” 4 min 26 Apr 2024 Bridging Words and Pictures: How AI Understands and Generates Images from Text 4 min

All 14 dispatches

Questions

Before you write.

What size of company do you work with?
Founders and small teams who need a senior build, and larger teams who need a specific capability they do not want to hire for permanently. If the work needs a twelve-person delivery org, we are the wrong shop and will say so.
Do you only do AI work?
No. AI is one of three disciplines. A good share of engagements are ordinary, well-built web and application work — and some start as an AI brief and end as a database fix, because that was the actual problem.
How do you price?
Recon is a fixed fee. Builds are quoted against a written scope. Standing engagements are monthly. You get a number before anything starts — no hourly meters running in the background.
Who actually does the work?
The people who scoped it. Nothing is subcontracted to a delivery team you have not met, and you have a direct line for the length of the engagement.
Do we own what you build?
Yes. Source, infrastructure and accounts are yours, in your organisation, with documentation. There is no proprietary runtime you have to keep renting from us.
How quickly can you start?
Recon usually starts within a week or two. Builds depend on current commitments — tell us your date in the first message and you will get a straight answer about whether it is achievable.

Open a channel

Tell us what you are trying to build.

A few sentences is enough. What you are building, roughly when, and what is currently in the way. You will get a real reply from the person who would do the work — not a scheduling bot.

Direct

[email protected]

enclave — new transmission SECURE

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