AskFold

The description states that AskFold is a TypeScript CLI for Node.js with Git integration, but provides no evidence of actual usage, customers, revenue, or traction beyond its own claims. The project appears to be a proof-of-concept or prototype submitted for competition.

• The description states AskFold is a "TypeScript CLI for Node.js 20.19+, npm 10+, and Git 2.40+"
• It is described as an "ambiguity firewall for coding agents"
• The tool compares two independent, read-only planner threads interpreting the same issue
• It asks at most one decision-critical question before building changes in a disposable Git worktree
• It uses strict schemas, runtime-owned model and thread identity fields, path and evidence bounds, and secret redaction
• The system generates a checksummed intent.lock.json file containing required and rejected behavior
• It produces a self-contained three-surface HTML report with ALIGNED, MISALIGNED, or INCONCLUSIVE verdicts

• The description states AskFold targets "right code, wrong intent" - a failure mode that ordinary tests often miss
• It positions itself as a decision and evidence layer that can fit between an issue and any coding-agent workflow
• The tool claims to move the acceptance contract in front of implementation
• It treats unresolved intent as a first-class engineering risk
• The description states it makes decisions inspectable and refuses to silently improvise when a second independent critical ambiguity remains
• It describes itself as intentionally small - zero or one question - while producing precise contracts for builders, auditors, and humans to inspect

• Not evidenced. The description does not identify specific customer segments or target personas.
• No evidence of customer interviews, user research, or market analysis
• The description states it can fit between an issue and any coding-agent workflow, suggesting broad applicability but no defined ICP

• Not evidenced. The description provides no information about pricing, revenue streams, or business model
• No evidence of customer acquisition, monetization strategy, or commercial relationships
• The project appears to be a hackathon submission with no indication of commercial viability

• Built with: git, github-actions, gpt-5.6, json-schema, node.js, openai-codex, typescript
• Uses TypeScript CLI for Node.js 20.19+
• Implements strict schemas and runtime-owned model fields
• Operates within bounded repository evidence
• Uses disposable Git worktrees with cleanup proofs
• Has secret redaction at two persistence boundaries
• Includes offline verification capability without API keys
• Features adversarial sandbox probes that verify denial of write access, repository root escape, and outbound network access
• The system has a judge-ready offline path that makes zero model calls and requires no API key

• Not evidenced. No evidence of customers, revenue, usage metrics, or adoption
• The project appears to be a prototype submitted for competition
• The description mentions a 92-second demo video but provides no evidence of real-world deployment
• No evidence of product-market fit, user feedback, or iterative development beyond the single submission

• Not evidenced. The description does not identify competitors or competitive positioning
• No evidence of market analysis or competitive landscape assessment
• The project appears to be a novel approach to coding agent ambiguity management without reference to existing solutions

• Unproven commercial viability: The project is described as a hackathon submission with no evidence of traction, customers, or revenue
• Technical complexity vs. practical utility: The system requires significant technical expertise (TypeScript CLI, Git integration) that may not align with typical user needs
• Limited evidence of real-world application: All evidence appears to be from controlled testing environments rather than actual team workflows
• Self-reported validation only: All claims are self-reported without independent verification or third-party validation
• High technical barrier: Requires deep understanding of Git, Node.js, and coding agent workflows for adoption
• Unclear integration path: While described as fitting between issue and workflow, no evidence of how it integrates with existing tools

1. What specific problem in coding agent workflows are you solving, and how do you know this is a real pain point?
2. How does AskFold integrate with existing development workflows and tools that teams actually use?
3. What evidence do you have of real-world usage or testing beyond the hackathon submission?
4. How do you plan to make this tool accessible to non-technical users or teams without deep Git/Node.js expertise?
5. What are your plans for scaling beyond the current prototype, and what resources would be needed?
6. How does AskFold handle edge cases that aren't covered in the current demonstration?
7. What is your path to monetization, and how do you plan to acquire customers?