Projects.

Software, systems, and methods behind our engineering.

System studies.

Follow a task through the software and methods that support it. Inspect the architecture, source, and current development status.

Agent engineering

Give coding agents a shared process for defining tasks, building software, and checking changes.

Task contracts keep the scope explicit. Context routing and reusable skills guide implementation; tests and Git reviews support acceptance.

Inspect Open Agent Software System Related AI engagements
  1. DefineA task contract records scope, constraints, and acceptance.
  2. PrepareContext routing selects relevant instructions and skills.
  3. BuildThe agent runner supervises the implementation process.
  4. VerifyTests and source-bound review support an acceptance decision.
Sources and development status

Component implementation documented; independent performance evaluation pending

Connected projects: Open Agent Software System.

Supporting skills: Task Contract, Verification Review, Engineering profile.

Next evaluation: Reproduce an end-to-end assignment across two agent harnesses and compare acceptance, cost and corrections against an ordinary development workflow.

Portable intelligence

Move useful knowledge between models and applications, with its sources and your corrections attached.

Review and select the context before exporting it. The current prototype imports documented formats locally and produces portable packs, JSONL, or Markdown.

Inspect Mindport Related AI engagements
  1. ImportRead a supported conversation or document format locally.
  2. ReviewInspect, correct, and explicitly select the useful excerpts.
  3. ComposeAssemble selected context around a task and a size limit.
  4. ExportProduce a portable pack, JSONL, or Markdown for another tool.
Sources and development status

Local-first prototype; governed cross-agent handoff still experimental

Connected projects: Mindport.

Supporting skills: Verification Review.

Next evaluation: Demonstrate a synthetic source import, verified excerpt, correction, selective export and independent recipient review.

Decision engineering

Keep the evidence and alternatives behind a decision available when the situation changes.

Select methods for the question, retain the source records, and propose revisions without overwriting earlier decisions.

Inspect Venture Method Related AI engagements
  1. FrameDefine the question, mandate, and available evidence.
  2. InvestigateChoose methods and retain sources behind the findings.
  3. DecideRecord alternatives and the reasoning behind a decision.
  4. RevisitPropose a revision when the evidence or assumptions change.
Sources and development status

Experimental methods and evidence workbench

Connected projects: Venture Method.

Supporting skills: Task Contract, Verification Review.

Next evaluation: Run a buyer decision with documented options, new contradictory evidence and a traceable revision without rewriting the original decision.

Source projects.

The underlying implementations, with their creators and reviewed source revisions.

Working open project

Open Agent Software System

A versioned development environment for agents: task contracts, skills, context routing, supervised execution and testable handoffs.

Founder-developed public project. Brad Khan.

View project
Source and implementation notes

Public repository documents an installer, CLI, local test suite and benchmark fixtures. Independent performance comparisons remain outstanding.

Engineering project, not a customer deployment or proven efficiency claim.

Source reviewed: 35f10ba4cb75.

Read the reviewed source
Prototype

Mindport

Local-first context portability, beginning with selective ChatGPT and Markdown imports and exportable, user-reviewed context packs.

Founder-developed prototype. Brad Khan.

View project
Source and implementation notes

Public MVP branch describes local browser and Python workflows, search and explicit selection.

Import adapters and memory architecture beyond the initial prototype are research or unmerged work. Not a customer deployment.

Source reviewed: 016b81302f9c.

Read the reviewed source
Experimental workbench

Venture Method

Portable professional methods, decisions, evidence and revisions for product, venture and strategic work.

Cyber Agency methods research. Brad Khan / Cyber Agency.

View project
Source and implementation notes

Public methods catalog, local engagement CLI and structured records.

Repository currently lacks an explicit redistribution license. Do not call it an open-source software distribution until licensing is resolved.

Source reviewed: 9f2aeefa9f33.

Read the reviewed source

Reusable skills.

Procedures for engineering, design, and review, connected to their original sources.

Explore skills

Product research.

Explore MinToks and OpenPaygents, with their present stage of development.

Explore products

Discuss an implementation.

Tell us where the process breaks down and what a useful system would need to do.

Discuss implementation