EXECUTIVE LAYER
Chief Executive Agent
Coordinates priorities and consolidates director reports for human review.
KNOX / THE AGENT OPERATING MODEL
More agents.
One standard.
Knox is the name I give the agent organization behind my work: a way to connect planning, implementation, memory and review while keeping responsibility with a person.
I’m Jeremy Knox, the operator. Here’s how the organization connects specialist agents, shared memory and human judgment.
POWERED BY TESSERACT INTELLIGENCE ↗ (opens in a new tab)01 / HOW WORK MOVES
A task needs a path to done.
This is the operating pattern. The tools and depth of review depend on the task; a diagram alone does not enforce the controls.
- 01
Brief
Name the outcome, constraints and acceptance criteria.
- 02
Plan
Gather context and break the work into bounded tasks.
- 03
Build
Assign implementation to agents with the relevant tools and scope.
- 04
Review
Check the result against the brief. Return failures for revision.
- 05
Decide
Approve the next consequential step, revise the scope or stop.
Human judgment stays in the loop.
Permissions, client commitments and release decisions need explicit ownership. Automation can execute authorized steps; it does not remove accountability.
02 / THE ORGANIZATION
Clear roles. Shared context.
Explore the organization behind the workflow: who directs, who coordinates, and how specialist teams connect.
// THE TIERS AT A GLANCE
ORIGINATION GATEOne Human FounderGoals, constraints and consequential decisions
C-SUITEExecutive LayerChief Executive · Chief of Staff · Chief Operating
DIRECTORSFive DirectorsTrading · Product · Comms · Intelligence · Ops & Security
SWARMSExecution LayerOn-demand build, QA, and security swarms
- ORIGINATION GATE: One Human Founder — Goals, constraints and consequential decisions
- C-SUITE: Executive Layer — Chief Executive · Chief of Staff · Chief Operating
- DIRECTORS: Five Directors — Trading · Product · Comms · Intelligence · Ops & Security
- SWARMS: Execution Layer — On-demand build, QA, and security swarms
Read the map: delegation moves down; results and evidence return for review. The Advisory Board informs decisions across the organization.
ORIGINATION GATE / HUMAN DIRECTION
One Human Founder
Jeremy sets the goals, constraints and approval boundaries. Agents propose and carry out scoped work; the operator remains accountable for commitments and release decisions.
Priorities & scoped directives
EXECUTIVE LAYER
Chief of Staff Agent
Breaks priorities into scoped directives and routes work across directors.
EXECUTIVE LAYER
Chief Operating Agent
Coordinates schedules, message routing and runtime checks.
Domain ownership
DOMAIN / 01
Director of Trading
Coordinates market research, trading systems and reconciliation.
- Invictusperpetuals trading bot
- Prediction-markets deskevent markets
- Sports-markets desksports markets
- Trade-journal analystpost-trade analysis
- Settlement agentfills & reconciliation
DOMAIN / 02
Director of Product
Owns the product pipeline — idea to greenlit build.
- Product hubidea & disposition ledger
- Innovation runsstructured opportunity analysis
- PRD pipelinebuild-ready specs
- Roadmap & OKR draftsobjectives for the executive layer
DOMAIN / 03
Director of Communications
Content operations across every public property.
- Content enginelong-form production
- Content strategisttopic & audience targeting
- Publishing pipelinemulti-channel delivery
- Community engagementaudience response
DOMAIN / 04
Director of Intelligence
Research, market signals, and the fleet's memory.
- Organizational memoryknowledge system
- Documentation syncdocumentation maintenance
- Market signal enginebias & regime models
- Analyst councilmulti-agent debate
DOMAIN / 05
Director of Operations & Security
Keeps the fleet alive — and honest.
- Monitoringfleet-wide telemetry
- Infrastructure watchdoghost & service health
- Error responseautomated triage
- Security councilsecurity assessment
Shared specialists, dispatched by task
EXECUTION LAYER
Shared build, QA and security teams.
Directors draw on cross-cutting execution capacity; none of them owns them. Team composition and review depth follow the task.
ImplementationTests & QACode reviewSecurity review
Results return with evidence. Review can request revisions. Decisions and lessons feed the next brief.
Functional architecture, not a live roster or availability monitor. Explore the platform at Tesseract Intelligence (opens in a new tab), or join Tesseract Labs on Discord.
03 / EVIDENCE, WITH A DATE
Inspect what shipped.
RECORDED ACTIVITY SNAPSHOT
Snapshot dated . Figures describe the 7-day window ending on that date, not the current week.
89Pull requests merged
19Repositories touched
Merge activity shows output volume, not engineering hours, quality or business outcomes. Some repositories are private.
Read the evidence and limitations →SELECTED SNAPSHOT ENTRIES
- AI Operator's Academy / 2026-10-03
feat: HeyGen avatar deep dive for natural voice and lip sync
- Clarity / 2026-09-29
feat(ai): migrate all analysis to claude-sonnet-5-5 at medium effort
- jeremyknox.ai / 2026-09-28
feat: guided consulting and equity intake with review and references
04 / THE BUILD NOTES
Read the decisions behind the system.
These essays document stages of the build. Their dates and claims belong to those moments; they are not live operational telemetry.
YOUR NEXT STEP
Put the approach to work.
Learn the methods, inspect a system, or bring a specific problem. Start with the path that fits your goal.