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description=Prelint reviews your product specifications on every pull request. Catch product drift, inconsistencies, and misalignment before they ship.;
keywords=product review,specification review,product drift,pull request review,product management,AI product reviewer;

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Text of the page (random words):
prelint product review for every pull request shipped jul 9 decision reviews redesigned pricing security research docs try for free prevent product drift in ai written code prelint checks every pull request against your product specs catch misalignment before it ships try for free no credit card required 10 in free credits src services pricing charge calculator ts 38 38 const fare calculatefare ride 39 booking amount forex convert 40 fare vendor currency customer currency 41 42 booking currency customer currency 39 43 prelint bot just now fx risk on advance bookings this converts the fare to customer currency at today s rate and stores it as the charge amount vendor settlement still runs in vendor currency at fulfillment on advance bookings the exchange rate drifts and the platform absorbs the difference notion pricing international settlements always store the charge in vendor currency show the customer a converted estimate at booking time suggested fix store fare in vendor currency as the charge amount use the converted customer amount for display only teams using prelint foundation six ways ai code drifts from your product ai reads your specs it does not understand intent it doesn t know your economic model it doesn t know your regulatory exposure it doesn t know which constraints are optional and which are existential every unreviewed pull request compounds the gap business logic ai changes pricing discount or billing rules without understanding the financial impact agent switches pricing from vendor currency to customer currency fx exposure shifts silently revenue leaks no test fails compliance ai stores data skips consent flows or breaks retention rules it was never told about agent adds a user activity log but stores ip addresses without a retention policy you re violating gdpr and ccpa and don t know it until the audit tooling infrastructure ai introduces new vendors new saas new dependencies because it can agent adds twilio you already standardized on aws sns now you re paying twice and splitting infrastructure domain language ai uses generic industry terms instead of your established internal language splitting concepts that should be unified codebase uses merchant ai introduces seller vendor and partner in new services same entity four names three confused teams scope creep ai builds features nobody asked for i18n for a us only product gdpr for a domestic app infra you don t need yet agent adds a full i18n framework with locale files for 12 languages product only serves english speaking users strategic drift ai builds off roadmap features public apis for internal tools or premature abstractions nobody planned spec says internal dashboard agent builds a public rest api with versioning rate limiting and oauth three sprints of work on something not on the roadmap ai doesn t slow down when it s wrong it keeps building confidently in the wrong direction without product review every pull request compounds the drift code review constrains technical error product review constrains spec drift without a product agent goal ai generates code code review merge revise human intervention next ai agent inherits drift product drift merged pull requests error compounds over time with a product agent goal ai generates code code review product review merge revise revise merged pull requests intended product error stays bounded through continuous feedback ai code pulse new research we reviewed 56 706 prs docs improved review accuracy by 2 75x 331 open source repos updated monthly read the data greptile reviews your code prelint reviews your product together they let ai agents iterate longer without human intervention product intent enforced automatically your product specs live in github every pr gets checked against them consistency completeness and alignment with existing decisions no meetings required prelint check passed machine readable product constraints prelint understands your full product context it catches contradictions between specs conflicting technology choices and duplicated effort before humans have to 3 conflicts detected in pricing md answers without interrupting engineers stakeholders ask why did we build it this way and get grounded answers from your specs engineers stay in flow no one waits for a sync mcp 12 queries answered today product questions shouldn t block engineering anyone can ask why something works the way it does and get answers grounded in your specs engineers stay in flow ai agents keep iterating can we add sso losing deals over this inbox m mark brennan mark brennan company com jun 12 2025 10 23 am to product engineering hey team just got off calls with meridian health and datavault both said sso is a hard requirement for procurement to sign off that s two enterprise deals stuck in legal can we just add google login as a quick win should check the box for sso and unblock both of these i know lukas looked at auth stuff last quarter so maybe there s something we can reuse happy to jump on a call if it helps mark prelint review prelint com jun 12 2025 10 24 am to product engineering mark hey mark great flag on the urgency here a couple of things worth knowing before the team goes down the google oauth path google oauth won t unblock these deals meridian and datavault both use okta internally when enterprise procurement says sso they mean saml oidc federation with their identity provider not social login google oauth wouldn t pass their security review this came up in the meridian requirements doc spec enterprise auth md 3 2 there s already a faster path lukas s team specced out saml oidc support in january spec auth v2 md the foundation service account refactor shipped last sprint lisa estimated 2 weeks to production ready saml which is probably faster than building a google oauth flow that wouldn t solve the actual problem your timing is perfect though two blocked deals in one week is exactly the kind of signal that helps the team prioritize if you drop the deal values into product priorities that gives lisa the ammunition to pull saml forward in the sprint reply forward your ai already follows this workflow specs in the repo prs as the interface prelint closes the loop no human in the middle 1 specs live in the repo product constraints sit next to the code markdown yaml whatever your agents can read version controlled and always current 2 agent opens a pr your ai agent changes a spec or ships a feature it opens a pull request like any contributor prelint activates automatically 3 product review in seconds prelint reviews against your full product context drift conflicts and gaps are flagged inline the agent can self correct before a human ever looks feat add multi currency support open a ai agent wants to merge 3 commits into main specs pricing multi currency md 12 store charges in customer currency 13 convert at booking time rate prelint bot 12 seconds ago conflicts with existing spec specs pricing settlements md requires charges stored in vendor currency this pr stores in customer currency creating fx risk on advance bookings suggestion store in vendor currency convert for display only prelint review 1 conflict found does the code work vs should this code exist full stack review coverage code review prelint does the code compile does it follow patterns is it secure does this match the product spec does it respect business constraints does it follow our tooling standards is this on the roadmap your code stays yours every organization runs on isolated per organization infrastructure we never train on your data zero retention isolated per organization nothing shared between tenants no training on your data your code never trains any model ever least privilege only the github permissions it needs encrypted everywhere tls 1 3 in transit aes 256 at rest read our full security approach frequently asked questions everything you need to know about prelint still have questions reach out what does prelint actually review prelint reviews intent not implementation it checks every pull request against your product specs compliance rules business constraints and tooling decisions if code violates what the company decided prelint flags it immediately how is this different from code review code review tools catch bugs and security issues prelint catches product decisions that contradict specs features that drift from the roadmap business rules silently rewritten code review checks correctness prelint checks intent how much does prelint cost 1 per completed review no seats no subscription start with 10 in free credits open source projects are free startup program available which platforms and formats are supported prelint works with github and gitlab specs can be written in markdown yaml or any structured format they live in your repository alongside your code version controlled and reviewable is my data secure each organization runs on tenant isolated containers and storage we do not store raw source code or train on your code all data is encrypted in transit and at rest complete tenant isolation nothing shared between organizations what can non engineers do with prelint anyone can ask why something works the way it does and get answers grounded in the actual specs no slack archaeology no interrupting engineers why isn t this just a feature of greptile or github prelint operates at a different layer code review tools analyze code structure and security prelint enforces product intent they complement each other how long does setup take minutes install the github or gitlab app point prelint at your spec files and it starts reviewing on your next pull request no new workflows start reviewing product specs today set up in minutes prelint integrates with your existing github workflow and starts reviewing on your next pull request try for free no credit card required 10 in free credits product review for every pull request product features how it works pricing changelog research documentation legal security privacy policy terms of service subprocessors connect prelint_ai linkedin hello prelint com 2026 prelint inc