Projects

Unbound Force Unbound Force is an open source AI agent swarm for software engineering. Purpose-built personas work together through structured workflows to ship quality software. Key Features Agent Personas – Purpose-built AI roles: Product Owner, Developer, Tester, Reviewer, and Manager. Each persona brings domain expertise to every stage of development. Speckit Workflow – A structured spec-to-implementation pipeline. From specification through planning, task generation, and implementation with quality gates at every step. Quality-First – Integrated testing, review, and validation at every stage. Tools like Gaze bring side effect detection and CRAP scoring to catch risky code before it ships. Open Source – Fully open source under Apache 2.0 license. Projects Gaze – Static analysis for Go that detects observable side effects in functions and computes CRAP scores combining cyclomatic complexity with test coverage. Links Website GitHub

Gaze Gaze is a static analysis tool for Go, built as part of Unbound Force. It detects observable side effects in functions and computes CRAP scores combining cyclomatic complexity with test coverage. Line coverage tells you which lines ran – it does not tell you whether your tests actually verified anything. Gaze fixes this by working from first principles: Detect every observable side effect a function produces (return values, error returns, mutations, I/O, channel sends, etc.) Classify each effect as contractual (part of the function’s public obligation), incidental (an implementation detail), or ambiguous Measure whether your tests actually assert on the contractual effects – and flag the ones they don’t Key Metrics Contract Coverage – The percentage of a function’s contractual side effects that at least one test assertion verifies. Over-Specification Score – The count and ratio of test assertions that target incidental effects (implementation details that break during refactoring). GazeCRAP – A composite risk score that replaces line coverage with contract coverage in the CRAP formula, surfacing complex functions whose tests don’t verify their contracts. Installation # Homebrew (recommended) brew install unbound-force/tap/gaze # Go Install go install github.com/unbound-force/gaze/cmd/gaze@latest Links GitHub Unbound Force

Get Out Get Out is a CLI tool to export Slack messages (DMs, groups, channels) to Google Docs with an organized folder structure. Key Features Browser-based extraction – Access DMs and private group messages via Chrome DevTools Protocol API-based extraction – Access public/private channels via Slack bot token Google Drive integration – Creates organized folder hierarchy with daily Google Docs Thread support – Exports threads to separate subfolders with linked references @Mention linking – Converts @mentions to clickable Google email links Cross-conversation link resolution – Second-pass scan resolves forward references across conversations Batch and parallel export – --all-dms, --all-groups, and --parallel N for bulk exports Checkpoint/Resume – Granular checkpointing after each doc with --resume for crash recovery Incremental sync – --sync mode exports only new messages since last run Installation brew tap jflowers/tools brew install get-out Links GitHub

GCal Organizer GCal Organizer is a Go CLI tool that automates meeting note organization, calendar attachment syncing, AI-powered task assignment, and decision extraction using Google Workspace APIs and Gemini AI. Workflow Organize – Finds meeting docs in Drive and organizes them into topic-based folders Sync Calendar – Links calendar attachments to meeting folders, shares with attendees Assign Tasks – Locates checkbox action items in Google Docs and assigns them via Gemini AI Extract Decisions – Extracts decisions from meeting transcripts and creates categorized “Decisions” tabs Key Features Automatic folder routing – Documents named Topic - YYYY-MM-DD are organized into topic folders Calendar attachment sync – Links calendar attachments as shortcuts in meeting folders AI-powered task assignment – Uses Gemini to identify assignees from checkbox items Decision extraction – Categorizes transcript decisions into Made, Deferred, and Open Items Runs as hourly service – gcal-organizer install sets up a background service on macOS/Linux Secure credential storage – OAuth tokens stored in OS keychain by default Installation brew tap jflowers/gcal-organizer brew install --cask gcal-organizer Links GitHub

CI Factory CI Factory was an open-source accelerator for setting up Continuous Integration (CI) systems. It automated the tedious process of configuring build servers, source control hooks, and testing infrastructure – reducing CI setup time from days to under an hour. Key Features Automated setup of CruiseControl.NET build server Pre-configured NAnt build scripts with reusable packages Integration with Visual SourceSafe, Subversion, and other SCM tools Built-in support for MbUnit, NUnit, and MSTest Static analysis integration (NDepend, FxCop, Simian) Async task execution for faster builds Demonstrations dnrTV Screencast with Scott Hanselman – Setting up CI Factory on a totally fresh machine Building CI in an Hour with Phil Haack Related Posts A Recipe for Build Maintainability and Reusability AsyncExec and WaitForExit: Speeding Up The Build To Do More

MbUnit Extensions Contributions to the MbUnit testing framework, which Scott Hanselman called “Unit Testing on Crack.” Contributions Row-Based Testing – Using the [Row] attribute to pass multiple sets of data into a single test method, reducing test suite redundancy Factory Object Fixture – Pattern for generating test fixtures programmatically Integration Test Separation – Patterns for distinguishing fast unit tests from slower integration tests that require external resources Philosophy MbUnit’s metadata-driven approach to testing allowed developers to express test intent more clearly than traditional frameworks. The [Row] attribute pattern was later adopted by xUnit, NUnit 3, and other frameworks as parameterized tests. ...

Doubler Doubler was a unit test and test double code generator. It generated recording test stubs and included generation of all possible points of assertions, reducing the manual effort of writing test doubles. Documentation Usage Installation Links Source Related Posts New Feature - Doubler 0.5.6.1 Reflector 5.0 Mocking Static Classes and Members

LiquidSpeed LiquidSpeed was a custom Android ROM for the Samsung Galaxy Tab. Links Source XDA Thread

ShellGlue ShellGlue was a customizable Windows Explorer shell extension. Links Source Related Posts Introducing Shell Glue