SOAR STUDIOSTECHNICAL SYSTEMS · EST. 2026

Independent technical studio · Systems made useful

Hard problems.
Useful software.

SOAR Studios designs and builds web applications, automation systems, data pipelines, game tools, and technical interfaces for work that refuses to fit inside a template.

Start a project Explore the work
Evidence firstTraceable decisions
Production readyBuilt beyond the demo
Direct collaborationOne technical owner
CUSTOM SOFTWARE✦AUTOMATION SYSTEMS✦DATA PIPELINES✦GAME TOOLING✦TECHNICAL UI✦SYSTEM AUDITS

What I build

One studio.
Deep technical range.

From raw data to finished interface, SOAR Studios handles the difficult middle: architecture, implementation, validation, and a clean path to production.

01

Web applications

Full-stack products, internal platforms, data-heavy interfaces, and purpose-built WordPress experiences.

React + TypeScriptAPIs + Databases
↗
02

Automation & data

Reliable pipelines, repeatable workflows, format recovery, validation systems, and tools that replace manual work.

Python + ProcessingEvidence + Provenance
↗
03

Game systems & tools

Calculators, simulation engines, companion apps, extraction pipelines, and player-facing systems grounded in real mechanics.

Simulation + ModelingCompanion Experiences
↗
VALIDATION RUN · 042
SIGNAL
FOUND.
PASS100%

complete extraction rate
across 90,626 files

Complexity, made legible

Why SOAR

Good software is
quietly rigorous.

No black-box claims and no architecture theater. The work is designed to be understood, tested, operated, and extended after launch.

01Understand the systemMap the real constraints before selecting the solution.
02Make behavior traceableExpose assumptions, data lineage, and calculation paths.
03Ship the maintainable versionFavor clear ownership and long-term operational health.
How the studio works

How it works

Clear from
problem to launch.

A direct, phase-gated process built to reduce surprises and keep every decision visible.

STEP 01

Map the problem

Define the users, current failure points, source data, constraints, and the outcome that actually matters.

STEP 02

Build in evidence

Deliver in testable slices with clear checkpoints, documented tradeoffs, and visible system behavior.

STEP 03

Launch with ownership

Validate the real workflow, document the system, and leave a clean path for operation and future change.

Selected systems

Built for the
hard parts.

Real projects spanning extraction, simulation, computer vision, local AI products, and creative systems.

01 · GAME TOOLINGIN DEVELOPMENT

OHMM

Once Human build analysis and combat modeling with traceable calculations.

ReactTypeScriptFormula systems
02 · FUSION COMPANIONIN DEVELOPMENT

Deviation Fusion Lab

An unofficial Once Human companion for Fusion Deviations, traits, materials, Chaos Mutagens, and saved plans.

ExpoPWAData validation
03 · LOCAL AIOPERATIONAL

Local Agent Harness

A local coding-agent loop built from open-source models and tools—without recurring per-token API costs.

QwenOpenCodeOllama
04 · PRODUCT SYSTEMFOUNDING RELEASE

Local Agent Launch Kit

Tested configurations, setup automation, security boundaries, and repeatable verification for first local-agent workflows.

Local AIVerificationCloudflare
05 · COMPUTER VISIONIN DEVELOPMENT

SOARVision

Local real-time HUD analysis using desktop capture, OCR, and structured state extraction.

PythonOCRLocal-first
06 · DATA PIPELINECOMPLETE

Client data extraction

A complete local extraction pipeline with decompression, validation, and structured recovery.

PythonZstandard100% extracted
07 · CREATIVE SYSTEMSARCHIVED

No Man's Sky Base Archive

Player-built architecture, modular experiments, and reusable construction ideas preserved as a visual design archive.

Base buildingSpatial designArchive
View all projects
90,626+Files extracted
100%Extraction rate
42Stat keys modeled
9Formula families

Start a conversation

Bring the difficult
part first.

Describe the system, the constraint, or the process that is not working. You do not need a finished brief.

01

Direct responseUsually within 24 hours

02

Practical first passFit, risks, and next questions

03

No sales mazeYou speak with the builder

PROJECT INTAKE · SOAR 01

Start with the real problem.

Use the project form to share context, desired outcome, timeline, and budget range. The details stay private and go directly to SOAR Studios.

  • Custom software and web applications
  • Automation, extraction, and data systems
  • Game tools and technical interfaces
  • Audits, validation, and recovery work
Open the project form

Good to know

Questions,
answered plainly.

The best first message is the honest version of the problem.

Ask something specific
01What kinds of projects are a good fit?

Systems with meaningful technical complexity: custom applications, data and automation pipelines, game tooling, technical interfaces, and audits where correctness matters.

02Do you work with existing code?

Yes. Existing systems are reviewed before changes begin so the approach reflects the real architecture, risks, and maintenance constraints.

03Can you start from incomplete requirements?

Yes. Discovery is part of the work. A clear problem and honest constraints are more useful than a prematurely detailed feature list.

04How are scope and cost handled?

Work is broken into explicit phases with defined outcomes. Cost, timing, assumptions, and change boundaries are agreed before implementation.