Security and compliance

Static code vulnerability scanning for developers

Lintel · Fast, permissive code security scanner with a team triage dashboard

WatchingDraft scoreEstablished market · since 2020 · AI estimate

40PWAS score

Confidence

Based on 7 of 9 factors

Overview

AIThis description was written by a model from public signals. The facts behind it are listed under Evidence.

Problem: Developers need to detect security vulnerabilities like SQL injection and XSS in source code during development, but existing open-source scanners have adoption limitations: they are slow, difficult to extend with new language support, have restrictive licensing, or require paid offerings.
Solution concept: A fast, easily extensible static code scanner built with modern tools (Rust and tree-sitter) that detects source-code vulnerability classes like SQL injection and XSS across multiple languages, with permissive licensing and a strong built-in ruleset that does not require paid tiers for core functionality.
Who has it: Software development teams and individual developers who use continuous integration pipelines or local development tools to scan for security vulnerabilities in their code.
How they handle it today: Today, developers use open-source static security scanners like Semgrep/Opengrep to detect vulnerabilities such as SQL injection and XSS in their codebase during development and CI/CD workflows.
Why now: The signal mentions that existing tools like Semgrep have "adoption limitations" and licensing that is "moving backwards rather than forward," suggesting frustration with the current market state and an opportunity to offer a more permissively licensed, faster alternative.
How it could charge: Freemium model with open-source core scanner available free, and potential paid offerings for advanced rules, managed hosting, enterprise support, or integration services; or straightforward commercial licensing for teams.

Verdict

Computed from the factor scores below, never written by a model. It decides nothing on its own: only the gate makes an opportunity a build candidate.

Score breakdown

A model sorted each factor into a rubric bucket; code turned buckets into numbers. Unknown factors are left out of the score and lower confidence instead.

Market validation

Confidence 70 · 1 evidence · Developers explicitly state demand for static vulnerability scanners focused on SQL injection and XSS, and Semgrep/Opengrep is an established active product with clear adoption.

Revenue evidence

Unknown

No evidence about whether developers pay for static code scanners or what revenue models are working in the market.

Growth

Unknown

The single Hacker News engagement (19 points, 0 comments) is too weak a signal to assess category momentum, and no trend data is provided.

Problem severity

Confidence 30 · Judged from the description · Security vulnerabilities in production code cost hours of remediation work and create compliance and revenue risk, making this a costly pain point for development teams.

Economic proximity

Confidence 30 · Judged from the description · A security scanner is a risk-detection and reporting tool; it helps teams avoid future costs but does not sit directly in a sales or checkout flow.

Distribution

Confidence 30 · Judged from the description · A developer tool installed in local development environments or CI/CD pipelines is internal infrastructure; scan results are seen internally only, not by external users.

Buildability

Confidence 30 · Judged from the description · A Rust and tree-sitter based scanner requires solid systems engineering but uses commodity libraries and a well-established parser foundation; a basic multi-language version is feasible in months.

Differentiation

Confidence 70 · 2 evidence · Permissive licensing, ease of language extension, and avoiding paid tiers for core rules address concrete adoption friction that developers and Hacker News commenters have named.

Retention and timing

Confidence 30 · Judged from the description · Security scanning is a recurring workflow in CI/CD pipelines and developer builds; the industry shift toward stricter compliance and shift-left security is a timing tailwind.

Risk penalties

Extreme competitionSemgrep/Opengrep is an established, well-funded competitor with significant developer adoption, making this a crowded market with a strong incumbent.−10

Score history

40 · confidence 34 · config v1First score · 19 Oct 2026

Static code vulnerability scanning for developers

Overview

Verdict

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Score breakdown

Risk penalties

Score history

Validation gate

Evidence · 4 items

Market validation

Differentiation

Market

Existing products

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Community