Intent-Mail on Start AI Tools - Presented by Intent Solutions

GWI IDP Specification Suite, Bounties EV Scoring, and IRSB Resilience Patterns

Tue, 03 Feb 2026 10:00:00 -0600

Fifty-five commits across six repos. The highest single-day commit count of the month, though the commit count overstates the architectural significance. Most of these were specification documents, not code.

git-with-intent: The IDP Specification Sprint

Twenty-nine commits, and the bulk of them were specification documents for an Internal Developer Platform.

The IDP spec suite covers the standards a platform team needs to evaluate and enforce:

RAG pipeline specifications (chunking strategy, embedding model requirements, retrieval evaluation thresholds)
DORA metrics tracking (deployment frequency, lead time, change failure rate, MTTR)
SOC2 compliance requirements (access control logging, data retention policies, incident response)
SAST integration standards (which tools, which severity levels block merge, false positive handling)
Feature flag governance (TTL requirements, flag cleanup automation, percentage rollout gates)
Incident response procedures (severity classification, escalation paths, post-mortem templates)

Twenty-plus documents in total, each following the same template — purpose, scope, requirements, validation criteria, and integration points with git-with-intent’s analysis engine.

New Year's Eve: A Go CLI From Scratch, a Security Fix, and Two Releases

Wed, 31 Dec 2025 10:00:00 -0600

Last day of 2025. Five projects touched. Twenty-five commits. One project built from nothing, one patched a security hole that should never have existed, and two shipped point releases to close out the year clean.

create-agent-skill: New Go CLI

Nine commits. Brand new project. A Go CLI tool for validating and scaffolding Claude Code agent skills. The problem it solves: skill definitions are YAML files with a specific schema, and getting the schema wrong means the skill silently fails to load or behaves unexpectedly at runtime.

Dream Gym Sprints, Email AI Stack, and 128 RSS Feeds

Mon, 29 Dec 2025 10:00:00 -0600

Four projects. Thirty-eight commits. Two of them are building real product features, one is growing into an intelligence platform, and one just needed a Dockerfile fix.

Dream Gym: Sprints 1 Through 3

Hustle’s Dream Gym module went from concept to working product in three sprints and fourteen commits.

Sprint 1: Workout Logging. The core data model is straightforward — exercises, sets, reps, weight, duration. But the UX question was whether to optimize for speed or detail. Speed won.

GWI v0.3.0, Hustle CI Goes Green, and Intent Mail Gets an AI Brain

Sat, 27 Dec 2025 10:00:00 -0600

December 27th was a convergence day. Three projects that had been grinding through separate backlogs all hit release-worthy milestones at the same time. Thirty-eight commits across git-with-intent, Hustle, and Intent Mail.

git-with-intent v0.3.0

The v0.3.0 release closed four epics: F1 feature hardening, monitoring infrastructure, forecasting pipeline, and infra upgrades. Twenty-three commits landed across the board.

F1 feature hardening cleaned up rough edges that accumulated during the v0.2.x cycle. Approval gate edge cases — empty diff handling, multi-commit squash detection, and branch protection rule conflicts — all got explicit handling instead of falling through to a generic error path. The kind of polish that doesn’t show up in a changelog but prevents support tickets.