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573 instruments · 135 manufacturers · MIT licensed

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kypra-robotics/fleet · test ops
runs · 24h
1,284
first-pass
97.4%
Cpk · v_rail
1.82
p95 step
2.4s
CLOUDgalois.kypra.nethv-bringup-1 · 3hv_bringuppcba-eol-4 · 3pcba_eolrf-telematics · 3nr_n77harness-hipot-2 · 2hipot_hv
directrelaymTLS · audit log
STATION · TEST TYPECONCURRENT READOUTS
hv-bringup-1MEASURINGv2.3insulation_resist · 14/87 · DUT-HV-0083
V_isoI_leak 0.00μAt=00.0s
SourceLAN
Keysight N8738APV
V_src149.8V
DMMGPIB
Fluke 8846A
I_leak0.73μA
MonitorUSB
Tektronix MSO64
V_mon149.4V
pcba-eol-4MEASURINGv1.4 ≠ approved v1.2rail_5v0_limit · 31/42 · DUT-48A2-1F7
V_3v33.31V ✓V_1v81.79V ✓V_rail3.37V …I_idle— mAT_core— °C
PSUUSB
Rigol DP832
V_out2.73V
SMUGPIB
Keithley 2400
I_rail0.529A
DMMLAN
Keithley DMM7510
V_rail2.023V
rf-telematicsMEASURINGv0.9n77_evm_check · 08/24 · DUT-TCU-221
16QAM · 2853 sym1.0-I+I
Sig AnalLAN
R&S FSW26
EVM2.6%
Net EmuLAN
R&S CMX500
RSRP-78dBm
BiasLAN
Keysight E36313A
V_bias3.57V
14:02:07.412FAILpcba-eol-4 · DUT-48A2-1F7 · numeric_limit.fail · V_rail 3.72V > limit 3.60V
14:02:05.043INFOall · interlock.ok · watchdog.heartbeat 500ms · e-stop armed
KeysightYokogawaTektronixKeithleyQuantifi PhotonicsBKPrecisionEXFOAnritsuHocherlHacklStanford Research SystemsFlukeAeroflexBerkeleyNucleonicsKikusuiRigoltechnologiesNIHewlett-PackardProdigitAdccorporationChromaATEGoodwillLakeShoreCryotronicsLecroyPicotestWavetekLake ShoreOxfordRIGOLAdvantestAgilentFlukePhilipsGouldMagnaNicoletSiglenttechnologiesTdklambdaTexiotechVersatilepowerVoltechVaunixRohde & SchwarzSiglentBoontonCaliforniaInstrumentsDruckGesensingHitachiNoiseComPacificPowerPicosecondRadianRuskaInstrSeframSorensenWandelGoltermannXppowerZimmerElectronicsMiniCircuitsRohde&SchwarzSignadyneSignal RecoveryZurich InstrumentsAcqirisAlazarTechBK PrecisionBlueForsBerkeley Nucleonics Corp.ChromaCryomagneticsDigilentGW InstekHamegHolzworthHP296272971229975AdaptivepowersystemsAmericanRelianceAnapicoApsensingAssociatedpowertechnologyAudioPrecisionConsultronicsEctronEIPMicrowaveElgarExtechelectronicscompanyFWBellHartScientificILXLightwaveInterprosystemsIxyscoloradoJDSUniphaseLadybugtechnologiesLEMInstrumentsMagtrolMeatestMetrixMetrolabNewFocusNfCorpNtiPenduluminstrumentsPicoTechPragmaticInstrumentsQuantumcomposersStanfordResearchTaborElectronicsTanddTransmilleTTCXantrexKeithley Instruments Inc.Keithley InstrumentsKeysight TechnologiesTeledyne LeCroyLeidenMarconiNewportOcean OpticsQPQuantum DesignRIGOL TECHNOLOGIES CO., LTD.RIGOL Technologies, Inc.RigolFNIRSIMuSwitchMuSwitchEXQDevilSignalHoundTaborTritonWITecZurich

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What changes. What doesn't.

Galois connects your existing workflow to any bench instrument — from anywhere, over any transport. Here's what that means.

Keep your code
Your Python scripts, Jupyter notebooks, and analysis pipelines don’t change. pyvisa-galois is a drop-in PyVISA backend. Change one line, reach any instrument on any bench on any network.
Control from anywhere
Cloud compute runs your notebook. Edge daemons talk to your instruments. Analysis runs in the cloud while SCPI commands execute at the bench over GPIB.
Let AI handle the tedious parts
Generate test reports. Ask Evariste about your runs and datasets. The AI assistant handles the parts that waste your time.
Your whole team, one platform
Shared test sequences with production locking. Real-time monitoring dashboards. Audit logging for FDA and ISO compliance. Role-based access for your entire team.
Workplace intelligence

Your test bench has a memory now.

Galois indexes every sequence run, revision, calibration, and engineering note as it happens — no buttons to press, no documents to upload. The memory is just there when you need it, and the compliance checks fire before anyone asks.

Indexing · runs, revisions, annotations, audit events
“What does this part do in revision 1.3?”
Galois indexes the schematics and BOMs you upload alongside every run. Ask in plain English; get a grounded answer that cites the source document.
Every step a sequence ran, kept on the run page.
Each test run pins its sequence revision, instrument set, and per-step results to an immutable audit log. When QA asks, the answer is one click away.
Drift across runs, on the same chart.
Streaming traces feed live fitting and parameter-drift charts. Compare runs across days or weeks without exporting CSVs.

When the engineer who wrote the VI leaves, Galois still knows what they did.

See workplace intelligence in action
How it works

See how it works

Three steps. Five minutes. No vendor lock-in.

01

Connect

One command to install. Auto-discovers instruments on GPIB, USB, LAN. Zero dependencies.

$ curl -fsSL https://get.galoislabs.ai | sh
$ galois-edge start
  Scanning GPIB, USB, LAN...
  ✓ Keithley 2400    GPIB::24
  ✓ Keysight 34461A  USB
  gRPC ready on :50051
ActionSet V_rail to 3.3V
Waitsettling · 500ms
Numeric LimitV_rail 3.2V–3.4V✓
Loop5 iterations · ramp 3.3 → 5.0V
Pass / FailDUT self-test✓
02

Automate

Visual test sequences with numeric limits, pass/fail checks, loops, and conditions. Full traceability on every step. Replace TestStand at 97% less cost.

03

Operate

Stream live instrument data. Generate publication-ready reports with AI. Share sequences and datasets across your team with full audit logging.

Monitor · 3 streams · 5mlive
AllOnline
Keithley 2400
Fluke 8845A
Rigol DP800
R&S FSW
V_rail
3.312V
I_rail
102.4mA
T_core
23.8°C
trace · V_rail (5m)3.10–3.40 V

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