Bounties on Start AI Tools - Presented by Intent Solutions

IRSB Agent Guardrails Pivot, Products Workspace Launch, and the Pitch Deck Sprint

Mon, 09 Feb 2026 10:00:00 -0600

Thirteen commits across three repos. The biggest shift wasn’t code — it was strategic positioning. IRSB went from “intent receipts and solver bonds” to “on-chain guardrails for AI agents” in a single day.

The Guardrails Pivot

IRSB had been positioned as a general-purpose intent settlement protocol. The contracts worked. The tests passed. But the pitch was abstract — “receipts for solver execution” doesn’t make anyone’s eyes light up.

The pivot reframed everything around a concrete problem: AI agents with wallet access and no spending controls. Every major agent framework (AgentKit, ElizaOS, Olas, Virtuals) gives agents the ability to sign transactions. None of them answer the question: what happens when the agent overspends?

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.

IntentVision Phases 8-14 and Personal Brand Repositioning

Sun, 01 Feb 2026 10:00:00 -0600

February opened with an IntentVision sprint. Seven phases in a single day, pushing the product from a working dashboard toward something you could actually sell.

Twenty-eight commits across three repos. Nineteen on IntentVision, eight on jeremylongshore.com, and one on bounties. The IntentVision work was the main event. The jeremylongshore.com repositioning was strategic. The bounties commit was governance.

IntentVision: Phases 8 Through 14

The first seven phases (covered in a previous post) gave IntentVision its data layer, visualization primitives, and dashboard composition. Phases 8 through 14 are about operational maturity — the difference between a demo and a product.

IRSB Security Audit Fixes, git-with-intent v0.6.0, and GitHub Profile Overhaul

Thu, 29 Jan 2026 10:00:00 -0600

Forty commits across five repos. The biggest day of January by commit count, and most of it was security work that made the IRSB protocol auditable.

IRSB Security Fixes (16 Commits)

Yesterday built the audit scaffold. Today started closing the findings.

HIGH Severity Fixes

SEC-001: Reentrancy in bounty settlement. The settleBounty function transferred tokens before updating the bounty status. Classic reentrancy vector — a malicious resolver contract could re-enter settleBounty during the token transfer callback and claim the bounty twice.

IRSB Public Site Redesign and git-with-intent v0.5.0 Release

Mon, 26 Jan 2026 10:00:00 -0600

Eighteen commits across four repos. The IRSB dashboard turned into a proper landing page, git-with-intent shipped its most important command yet, and the bounties platform stopped being unusable on phones.

IRSB: Dashboard to Landing Page

The old IRSB site was a dashboard. If you landed on it without context, you saw data grids and charts that meant nothing. The redesign flips the model: the public site is a landing page that explains what IRSB does, and the dashboard lives behind authentication.