From the abyss
to deep space.
AI and software, tested against physical machines. Evidence decides what gets built—a venture is the last step, not the first.
Inspect current work- Systems on record
- 05Research / Systems / Operations / Ventures
- Asset case, manual QA
- 59Manufacturable AI assets
- Starlink Wall tests
- 08Node 20 / 22 / 24
- Live open-source systems
- 02Knowledge graphs / Link diagnostics
01 / Operating model
One house / full system
From first principles
to fielded systems.
The work crosses disciplines, then survives deployment. What proves useful keeps moving.
Name the decision.
Map the evidence, mechanism, unknowns, and first failure before choosing what to build.
EVIDENCE / MECHANISM / INVALIDATOR
Integrate the machine.
Electrical, mechanical, software, AI, and control designed as one system.
EE / ME / SW / AI / CONTROL
Make it survive contact.
Safety, supply, deployment, cost, and lifecycle carried past the prototype.
FIELD / SAFETY / SUPPLY / COST
Carry proof into the world.
A focused business formed only when a working system has earned a commercial test.
PRODUCT / CUSTOMER / ECONOMICS
What proves useful keeps moving
Frame 02 / Sea level
Open water, camera at the surface
Sea state / 0 m
02 / Research in progress
PCB Compiler / Updated 12 July 2026
Compiling plain-language intent into physical copper.
AI models write circuits that look correct but fail in the physical world. We are building a deterministic pipeline to compile plain-language intent into verified, manufacturable PCBs. If we succeed, hardware development becomes as fast, cheap, and agile as software.
- The mission
- Text-to-manufacturable hardware
- Roadblock
- Datasheet qualifiers
- Next test
- 12 V solenoid bench
Finding 01 / The datasheet footnote
Our agent selected a low-pressure valve, missing a page-18 footnote that requires a 0.5 bar differential pressure to open. Before drawing copper, we are teaching the compiler to catch these qualifiers.
Read the engineering log03 / Current systems
Technology / Working example / Claim boundary
Current systems and working examples.
Each row separates the technical work from the prototype, venture, or open build used to test it.
- System / 01
Manufacturable AI assets
REFERENCE MASK / SAFE AREA / PRINT BLEED / ASSET QA
World Patches
59-ASSET CASE / MANUAL QA
- System / 02
Vision teleoperation
HAND LANDMARKS / EXPIRING INTENT / SUPERVISOR / LOCAL SAFETY BOUNDARY
Teleoperation control bench
TESTED BENCH / SIMULATED LINK
- System / 03
Knowledge graph systems
DOCUMENTS / ENTITIES / COMMUNITIES / GRAPH INSPECTION
GraphRAG Workbench
OPEN SOURCE / V2.0.0
- System / 04
Terminal link diagnostics
NETWORK PATH / ORBITAL GEOMETRY / PASS WINDOWS / DISH REACHABILITY
Starlink Wall
OPEN SOURCE / V0.2.0 RELEASE
- System / 05
Terminal space-weather instrumentation
OVATION / SOLAR WIND / DARKNESS / STABLE ANSI COMPOSITOR
Aurora Wall
OPEN SOURCE / PRE-V1 / 23 TESTS
04 / Standard of proof
Claim classes / Source order / Currency
Claims earn
their place.
Every public statement on this site carries a class: what supports it, and what would prove it wrong.
Class 01 / Verified fact
Directly supported by a current primary or authoritative source.
Class 02 / Calculation
Reproducible from stated inputs and method.
Class 03 / Observed result
Produced by a dated test with conditions and artifact.
Class 04 / Inference
Reasoned from named evidence; the reasoning is visible.
Class 05 / Hypothesis
Testable and not yet established.
Class 06 / Judgment
A recommendation from stated evidence and constraints.
An inference does not inherit the confidence of its sources
05 / Technical decisions
Evidence before commitment
What needs
to be true?
Send the decision and the evidence already in hand. The next step is the smallest test that could change the answer.
Email Lyon Industries01 / Decision
Which decision needs evidence?
02 / Evidence
What is already known?
03 / Failure
What breaks first?
04 / Test
What can be checked next?
Frame 03 / Propulsion
SR-71 · Photograph NASA
J58 / Full afterburner / Twilight