01 · OS
KAHRELUM OS
Architecture and doctrine.
Evidence-to-decision control plane: claim classification, verification, human approval gates, and auditable action states. Not a kernel OS — an application-layer control plane.
KAHRELUM OS · evidence-to-decision control plane
I build and evaluate AI and research systems that stay human-approved before action.
KAHRELUM OS is the stack. Modules include RECORD LOCK, Intel Tripwire, and the AI Red-Team Dashboard. Three ways to work with me: buy a ready-to-use evaluation toolkit, commission a custom research/decision system, or hire an authorized AI red-team assessment.
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Three offers
Choose the outcome you need.
Prices increase with customization, implementation effort, analysis, reporting, and responsibility for delivery.
01 · Toolkit
AI Evaluation Toolkit
$15–$99
Starter and Pro evaluation material for developers, evaluators, and consultants: setup guidance, curated test objectives, review templates, and reusable evaluation workflows.
Proof: AI Red-Team Dashboard Community Edition and commercial test structure.
02 · Build
Custom Research / Decision System
$500–$1,500
A scoped research, evidence-verification, or decision-support workflow tailored to your use case. Deliverables can include structured schemas, source rules, evaluation logic, documentation, and deployment support.
Proof: KAHRELUM OS modules — RECORD LOCK, Intel Tripwire, and deployed research products.
03 · Assessment
Authorized AI Red-Team Assessment
$2,500–$5,000
A performed assessment for an authorized AI application: scope definition, adversarial testing, findings analysis, severity/risk classification, remediation recommendations, written report, and debrief.
Proof: deployed red-team demo, sanitized sample finding, transparent methodology, and inspectable source.
Proof before pitch
You can inspect the work before buying.
Deployed products
Live public products demonstrate AI evaluation, evidence verification, research architecture, and decision-support workflows under KAHRELUM OS.
Machine-enforced quality
Selected public repositories include JSON Schemas, domain tests, link checks, security policies, release metadata, and scheduled production smoke monitoring.
Human accountability
AI may assist with coding and synthesis. Research direction, evidence standards, analytical judgment, QA, and final publication decisions remain human-directed.
KAHRELUM modules
Public proof of capability
Product names stay as modules under KAHRELUM OS. The deeper ecosystem is here for verification, not as the first thing a buyer has to decode.
02 · PLATFORM
RECORD LOCK
Evidence-verification and controlled-publication layer.
Claim-level records with provenance, counterarguments, falsifiers, confidence controls, revision conditions, and public-safe reference architecture.
03 · AI EVALUATION
AI Red-Team Dashboard
Authorized model-behavior evaluation and commercial assessment workflow.
A public Community Edition plus a deployed buyer-facing demo showing test categories, a sanitized finding, pricing, and a commercial inquiry path.
04 · OPERATING PICTURE
Intel Tripwire
Staged operating-picture and source-health workflows.
Research signals, source discipline, and auditable decision workflows for work that must remain reviewable.
05 · PUBLIC REFERENCE
The Epstein Record
Source-first evidence-classification architecture.
A sanitized public reference demonstrating provenance, privacy controls, evidence ceilings, corrections, schema validation, and production smoke monitoring.
06 · METHODOLOGY SURFACE
GrindWire / methodology site
Published methodology and calls record.
Evidence verification, constraint-first forecasting discipline, and public methodology under the KAHRELUM standard.
How to buy
One message is enough to start.
Send the service you want, your target outcome, and your approximate budget. Do not send credentials, API keys, private customer data, or sensitive security details in the first message.