{"id":8336,"date":"2026-01-22T08:55:53","date_gmt":"2026-01-22T08:55:53","guid":{"rendered":"https:\/\/lightrun.com\/?page_id=8336"},"modified":"2026-06-24T13:09:31","modified_gmt":"2026-06-24T13:09:31","slug":"runtime-context","status":"publish","type":"page","link":"https:\/\/lightrun.com\/runtime-context\/","title":{"rendered":"Live Runtime Context"},"content":{"rendered":"   \n    <section id=\"hero-videoblock_7e67640aab94a88d436b6d01e690cd65\" class=\"hero-video align wp-block-vt-hero-video\" >\n        <div class=\"container\">\n            <div class=\"hero-video__wrap\">\n                                    <h1>\n                        Power your AI agents <\/br>with live runtime context                    <\/h1>\n                \n                                   <p>Lightrun Runtime Sensor connects AI agents to live execution data, allowing them to validate code and troubleshoot bugs in production, without a single redeploy<\/p>\n                \n                \t\n                                    <div class=\"btn-group\">\n                                                    <a href=\"\/demo\/\" class=\"btn btn-primary btn-lg\" target=\"\">Book a Demo<\/a>\n                                                                    <\/div>\n                            <\/div>\n        \n            \n            <div\n                class=\"hero-video__visual hero-video__visual--lottie\"\n                                    style=\"background-image: url('https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/hero-video-lottie_2-scaled.webp');\"\n                            >\n                \n                \n                                    <lottie-player src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/02_See-code-in-action.json\" background=\"transparent\" speed=\"1\" loop autoplay><\/lottie-player>\n                \n                                            <\/div>\n\n                                        <div class=\"hero-video__logos__wrap\">\n                                            <p>Trusted by engineering teams at Fortune 500s<\/p>\n                                        \n                    <div class=\"hero-video__logos\">\n                                                    <div class=\"hero-video__logos__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Background.svg\" \/>\n                            <\/div>\n                                                    <div class=\"hero-video__logos__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Background-1.svg\" \/>\n                            <\/div>\n                                                    <div class=\"hero-video__logos__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Background-2.svg\" \/>\n                            <\/div>\n                                                    <div class=\"hero-video__logos__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Background-3.svg\" \/>\n                            <\/div>\n                                                    <div class=\"hero-video__logos__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/06\/Aoutomation3.svg\" \/>\n                            <\/div>\n                                            <\/div>\n                <\/div>\n                    <\/div>\n    <\/section>\n\n\n   \n    <section id=\"flip-gridblock_d63e1d0a8be38fb197fb47103087f422\" class=\"flip-grid align wp-block-vt-flip-grid\">\n        <div class=\"container\">\n            <div class=\"flip-grid__wrap\">\n                                    <h2 class=\"h2\" style=\"width: px;\">AI accelerated code generation.<br>Now make it reliable. <\/h2>\n                \n                                    <p>End long redeploy cycles that slow development by letting your<br \/>\nengineers and agents prove their work instantly.<\/p>\n                            <\/div>\n            \n                            <div class=\"flip-grid__list\">\n                                            <div class=\"flip-grid__list__item\">\n                            <div class=\"flip-grid__list__front\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/05\/heroicons_magnifying-glass-20-solid.svg\" alt=\"\" \/>\n                                \n                                                                    <h3>Proactive intelligence<\/h3>\n                                                            <\/div>\n\n                            <div class=\"flip-grid__list__back\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/05\/heroicons_magnifying-glass-20-solid.svg\" alt=\"\" \/>\n                                \n                                                                    <p>Detect missing runtime data and gather the contextual evidence that ensures reliable systems.<\/p>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"flip-grid__list__item\">\n                            <div class=\"flip-grid__list__front\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/05\/bitcoin-icons_lightning-filled.svg\" alt=\"\" \/>\n                                \n                                                                    <h3>Deep inspection<\/h3>\n                                                            <\/div>\n\n                            <div class=\"flip-grid__list__back\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/05\/bitcoin-icons_lightning-filled.svg\" alt=\"\" \/>\n                                \n                                                                    <p>Assess live execution behavior across environments to understand full system architecture.<\/p>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"flip-grid__list__item\">\n                            <div class=\"flip-grid__list__front\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/05\/octicon_goal-24.svg\" alt=\"\" \/>\n                                \n                                                                    <h3>Zero friction<\/h3>\n                                                            <\/div>\n\n                            <div class=\"flip-grid__list__back\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/05\/octicon_goal-24.svg\" alt=\"\" \/>\n                                \n                                                                    <p>Validate code, debug, and identify root causes from your agent\u2019s chat without context switching.<\/p>\n                                                            <\/div>\n                        <\/div>\n                                    <\/div>\n            \n                                        <div class=\"btn-group\">\n                    <a href=\"\/demo\/\" class=\"btn-icon-2\" target=\"\">Book a Demo<\/a>\n                <\/div>\n                    <\/div>\n    <\/section>\n\n\n   \n    <section id=\"single-videoblock_9f5547821a886e86f0b2909f1e16fbdb\" class=\"single-video align wp-block-vt-single-video\" style=\"background-color: \">\n        <div class=\"container\">\n                            <h2 class=\"h2\" style=\"width: 600px;\">\n                    See Lightrun&#8217;s Runtime Sensor in action via MCP                <\/h2>\n            \n            <div class=\"single-video__wrap\">\n                <div class=\"single-video__visual\">\n                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/Frame-2147257449.png\" class=\"single-video__poster\" alt=\"\" \/>\n                    \n                    <svg width=\"122\" height=\"122\" viewBox=\"0 0 122 122\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                        <rect width=\"122\" height=\"122\" rx=\"61\" fill=\"white\" fill-opacity=\"0.1\"\/>\n                        <path d=\"M46.567 39.8549C46.3089 39.7019 46.0149 39.6199 45.7148 39.6173C45.4148 39.6146 45.1194 39.6915 44.8587 39.84C44.5979 39.9885 44.3812 40.2033 44.2303 40.4627C44.0795 40.7221 44.0001 41.0168 44 41.3169V80.6832C44.0001 80.9833 44.0795 81.278 44.2303 81.5374C44.3812 81.7968 44.5979 82.0116 44.8587 82.1601C45.1194 82.3086 45.4148 82.3855 45.7148 82.3829C46.0149 82.3802 46.3089 82.2983 46.567 82.1452L79.7822 62.4621C80.0358 62.3115 80.246 62.0976 80.392 61.8413C80.5379 61.5849 80.6147 61.295 80.6147 61.0001C80.6147 60.7051 80.5379 60.4152 80.392 60.1589C80.246 59.9025 80.0358 59.6886 79.7822 59.5381L46.567 39.8549Z\" fill=\"#F0F2F5\" stroke=\"#F0F2F5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                    <\/svg>\n\n                                            <script src=\"https:\/\/fast.wistia.com\/player.js\" async><\/script><script src=\"https:\/\/fast.wistia.com\/embed\/qed60pt6jp.js\" async type=\"module\"><\/script><style>wistia-player[media-id='qed60pt6jp']:not(:defined) { background: center \/ contain no-repeat url('https:\/\/fast.wistia.com\/embed\/medias\/qed60pt6jp\/swatch'); display: block; filter: blur(5px); padding-top:56.67%; }<\/style> <wistia-player media-id=\"qed60pt6jp\" aspect=\"1.7647058823529411\"><\/wistia-player>                                    <\/div>\n                \n            <\/div>\n\n                                        <div class=\"btn-group\">\n                    <a href=\"https:\/\/www.youtube.com\/watch?v=1CPbSyXCeqA&#038;list=PLVuaPU1nEcV_s0JlA0UdSmAJW44l87bwU\" class=\"btn-icon-2\" target=\"\">Watch more videos<\/a>\n                <\/div>\n                    <\/div>\n\n        <script>\n            document.addEventListener('click', function (e) {\n                const poster = e.target.closest('.single-video__poster');\n                if (!poster) return;\n\n                const visual = poster.closest('.single-video__visual');\n                if (!visual || visual.classList.contains('play')) return;\n\n                visual.classList.add('play');\n\n                setTimeout(function () {\n                    const wistiaPlayer = visual.querySelector('wistia-player');\n\n                    if (wistiaPlayer && typeof wistiaPlayer.play === 'function') {\n                        wistiaPlayer.play();\n                    }\n                }, 200);\n            });\n        <\/script>\n    <\/section>\n\n\n\n\n   \n    <section id=\"images-listblock_8ceca7347397c2cb93f6fc85632153d0\" class=\"images-list align wp-block-vt-images-list\" >\n        <div class=\"container\">\n            <div class=\"images-list__wrap\">\n                                    <h2 class=\"h2\" style=\"width: 600px;\">Trust your software.<br\/>See how it actually runs.<\/h2>\n                \n                                    <p>The Lightrun Runtime Sensor is built for AI-native engineers. It safely connects agents to live environments to build, validate, and debug software.<\/p>\n                \n                                             <\/div>\n            \n                            <div class=\"images-list__grid\">\n                                            <div class=\"images-list__grid__item\">\n                            <div class=\"images-list__grid__content\">\n                                <h3>Design features using live<br \/>\nproduction behavior<\/h3>\n<p>Agents query live runtime context to understand real user flows, service interactions, and error patterns as they write and validate new PRs.<\/p>\n\n                                                                                                    <div class=\"btn-group\">\n                                        <a href=\"\/demo\/\" class=\"btn-icon-2\" target=\"\">Book a Demo<\/a>\n                                    <\/div>\n                                                            <\/div>\n\n                            <div class=\"images-list__grid__img\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/1.png\" alt=\"\" \/>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"images-list__grid__item\">\n                            <div class=\"images-list__grid__content\">\n                                <h3>Activate autonomous<br \/>\ninvestigations into failures<\/h3>\n<p>Agents analyze execution behavior, trace failing<br \/>\ncode paths, and compare runtime conditions across<br \/>\nenvironments to prove root causes and generate fixes.<\/p>\n\n                                                                                                    <div class=\"btn-group\">\n                                        <a href=\"\/demo\/\" class=\"btn-icon-2\" target=\"\">Book a Demo<\/a>\n                                    <\/div>\n                                                            <\/div>\n\n                            <div class=\"images-list__grid__img\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/2.png\" alt=\"\" \/>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"images-list__grid__item\">\n                            <div class=\"images-list__grid__content\">\n                                <h3>Debug production issues live, without redeployments<\/h3>\n<p>Agents add dynamic instrumentation, trace execution paths, and inspect stack frames in a read-only sandboxed, running environment, cutting hours spent on manual reproductions.<\/p>\n\n                                                                                                    <div class=\"btn-group\">\n                                        <a href=\"\/demo\/\" class=\"btn-icon-2\" target=\"\">Book a Demo<\/a>\n                                    <\/div>\n                                                            <\/div>\n\n                            <div class=\"images-list__grid__img\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/3.png\" alt=\"\" \/>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"images-list__grid__item\">\n                            <div class=\"images-list__grid__content\">\n                                <h3>Fix vulnerabilities<br \/>\nusing live runtime context<\/h3>\n<p>Lightrun uses the defined root causes to offer verified fixes that consider full system architecture. Every proposal is shared with a verifiable chain of thought to ensure trust.<\/p>\n\n                                                                                                    <div class=\"btn-group\">\n                                        <a href=\"\/demo\/\" class=\"btn-icon-2\" target=\"\">Book a Demo<\/a>\n                                    <\/div>\n                                                            <\/div>\n\n                            <div class=\"images-list__grid__img\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/4.png\" alt=\"\" \/>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"images-list__grid__item\">\n                            <div class=\"images-list__grid__content\">\n                                <h3>Ensure deployments behave correctly after release<\/h3>\n<p>Agents verify runtime behavior by validating service execution, inspect request flows, and detect anomalies early, before users are impacted by unexpected behavior.<\/p>\n\n                                                                                                    <div class=\"btn-group\">\n                                        <a href=\"\/demo\/\" class=\"btn-icon-2\" target=\"\">Book a Demo<\/a>\n                                    <\/div>\n                                                            <\/div>\n\n                            <div class=\"images-list__grid__img\">\n                                                                                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/5.png\" alt=\"\" \/>\n                                                            <\/div>\n                        <\/div>\n                                    <\/div>\n                    <\/div>\n    <\/section>\n\n\n   \n    <section id=\"stack-logosblock_a9f60ade1493427b29b8818e708e43bc\" class=\"stack-logos align wp-block-vt-stack-logos\" >\n        <div class=\"container\">\n            <div class=\"stack-logos__wrap\">\n                                    <h2 class=\"h2\" style=\"width: px\";>Connect every AI code agent and IDE<\/h2>\n                \n                            <\/div>\n\n                            <div class=\"stack-logos__grid\">\n                                                                        <div class=\"stack-logos__grid__row\">\n                                                                                                                                                <div class=\"stack-logos__grid__column\">\n                                            <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/Group-3187124.svg\" alt=\"integration logo\" \/>\n      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px;\">Secure by design, production ready.<\/h2>\n                \n                                    <p>Connect to an extensible platform, sandboxed environment, <br\/>with data masking and role based permission settings.<\/p>\n                \n                                            <\/div>\n\n                            <div class=\"custom-animation-2__grid\">\n                                            \n                        <div                                                        class=\"custom-animation-2__grid__item\"\n                        >\n                            <div class=\"custom-animation-2__grid__head\">\n                                <div class=\"custom-animation-2__grid__title\">\n                                                                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/ph_codesandbox-logo-thin-1.svg\" alt=\"icon\" \/>\n                                    \n                                    <span>Lightrun Sandbox<\/span>\n                                <\/div>\n\n                                <p>Read-only execution with instrumentation isolation, with no impact on production.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__move\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/themes\/lightrun-site\/images\/ph_codesandbox-logo-fill-2.svg\" alt=\"\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/themes\/lightrun-site\/images\/ph_codesandbox-logo-fill.svg\" alt=\"\">\n                                <\/div>\n                                                    <\/div>\n                                            \n                        <div                                                        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Full RBAC, SSO, and\r\naudit logging.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__badges\">\n                                                                                                                                                            <div class=\"custom-animation-2__grid__badges__item\">\n                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Group-7122.svg\" alt=\"badge image\" \/>\n                                            <\/div>\n                                                                                    <div class=\"custom-animation-2__grid__badges__item\">\n                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Group-32503.svg\" alt=\"badge image\" \/>\n                                            <\/div>\n                                                                                    <div class=\"custom-animation-2__grid__badges__item\">\n                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Group-31840.svg\" alt=\"badge image\" \/>\n                                            <\/div>\n                                                                                    <div class=\"custom-animation-2__grid__badges__item\">\n                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Vector.svg\" alt=\"badge image\" \/>\n                                            <\/div>\n                                                                                                            <\/div>\n                                                    <\/div>\n                                            \n                        <div                                                        class=\"custom-animation-2__grid__item\"\n                        >\n                            <div class=\"custom-animation-2__grid__head\">\n                                <div class=\"custom-animation-2__grid__title\">\n                                                                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/streamline-ultimate_earth-pin-2-2.svg\" alt=\"icon\" \/>\n                                    \n                                    <span>IP &#038; AI Protection<\/span>\n                                <\/div>\n\n                                <p>No source code storage, no model training on customer data, and strict execution guardrails.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__svg-3\">\n                                    <svg width=\"151\" height=\"174\" viewBox=\"0 0 151 174\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                        <path d=\"M0.750165 24.9512V83.008C0.750165 111.396 13.1713 150.108 66.8818 170.795C72.1678 172.828 78.0201 172.828 83.306 170.795C136.994 150.146 149.438 111.152 149.438 83.008V24.9512C149.449 22.7672 148.831 20.626 147.658 18.7841C146.484 16.9422 144.804 15.4777 142.819 14.566C121.468 5.24664 98.3894 0.541026 75.0939 0.757119C51.7984 0.541026 28.7199 5.24664 7.36867 14.566C5.38394 15.4777 3.70408 16.9422 2.53026 18.7841C1.35643 20.626 0.738399 22.7672 0.750165 24.9512Z\" fill=\"#F0F2F5\" stroke=\"#BEC0C2\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                                        <path class=\"rotating-part\" d=\"M76.0471 104.373C83.5579 104.373 90.761 101.389 96.0719 96.0784M76.0471 104.373C68.5364 104.373 61.3333 101.389 56.0224 96.0784M76.0471 104.373V125.616M96.0719 96.0784C101.383 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   <\/div>\n                                            \n                        <div                                                        class=\"custom-animation-2__grid__item\"\n                        >\n                            <div class=\"custom-animation-2__grid__head\">\n                                <div class=\"custom-animation-2__grid__title\">\n                                                                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/fluent-mdl2_permissions.svg\" alt=\"icon\" \/>\n                                    \n                                    <span>Data privacy controls<\/span>\n                                <\/div>\n\n                                <p>Configurable retention, PII redaction, prompt sanitization, and zero data retention with AI providers.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__asterisk\">\n                                    <div class=\"asterisk__number\">\n                                        <span>4434<\/span> <span>5678<\/span> <span>9012<\/span> <span>3456<\/span>\n                                    <\/div>\n\n                                    <div class=\"asterisk__name\">\n                                        <span>JAMES.MITCHELL<\/span>@OUDS.COM\n                                    <\/div>\n\n                                    <div class=\"asterisk__id\">\n                                        FF<span>J57 46791D<\/span>\n                                    <\/div>\n                                <\/div>\n                                                                                    <\/div>\n                                            \n                        <div                                                        class=\"custom-animation-2__grid__item\"\n                        >\n                            <div class=\"custom-animation-2__grid__head\">\n                                <div class=\"custom-animation-2__grid__title\">\n                                                                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/Vector.svg\" alt=\"icon\" \/>\n                                    \n                                    <span>End-to-end encryption<\/span>\n                                <\/div>\n\n                                <p>TLS 1.3 in transit and AES-256 encryption at rest, backed by AWS KMS with annual key rotation.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__ul\">\n                                    <i><\/i>\n                                <\/div>\n\n                                <div class=\"custom-animation-2__grid__rotation\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/themes\/lightrun-site\/images\/Vector-rotation-1.svg\" alt=\"\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/themes\/lightrun-site\/images\/Vector-rotation-2.svg\" alt=\"\">\n                                <\/div>\n                                                    <\/div>\n                                            \n                        <div                                                        class=\"custom-animation-2__grid__item\"\n                        >\n                            <div class=\"custom-animation-2__grid__head\">\n                                <div class=\"custom-animation-2__grid__title\">\n                                                                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/mage_location-1.svg\" alt=\"icon\" \/>\n                                    \n                                    <span>Secure integrations<\/span>\n                                <\/div>\n\n                                <p>Read-only integrations with least-\r\nprivilege access. Customer data is\r\nnever modified.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__points\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/themes\/lightrun-site\/images\/Object.svg\" alt=\"\">\n                                    <span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span><span><\/span>\n                                <\/div>\n                                                    <\/div>\n                                            \n                        <div                                                        class=\"custom-animation-2__grid__item\"\n                        >\n                            <div class=\"custom-animation-2__grid__head\">\n                                <div class=\"custom-animation-2__grid__title\">\n                                                                                                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/fluent_prompt-20-regular-1.svg\" alt=\"icon\" \/>\n                                    \n                                    <span>Tenant Isolation<\/span>\n                                <\/div>\n\n                                <p>Logical tenant separation,\r\ndedicated secret storage &#038; fully\r\nisolated AI sandboxes.<\/p>\n                            <\/div>\n\n                                                            <div class=\"custom-animation-2__grid__icons\">\n                                    <div class=\"grid\">\n                                        <div class=\"row\">\n                                            <div class=\"track\">\n                                                <div 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class=\"feedback-slider__item\">\n                            \n                                                            <p><i>\u201cThe unique solutions that Lightrun is developing dramatically impact how developers operate.\u201d<\/i><br>Siris Singh, Global Head of Markets Strategic Investments<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Citilightrun.png\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                                                            <strong>90%<\/strong>\n                            \n                                                            <p>AT&#038;T reduced Time to Resolve incidents from \r\n<br>5 hours to 30 minutes avoiding costly war rooms<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/ATTLightrun.svg\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                            \n                                                            <p><i>\u201cWhen it comes to priority-one tickets, customers can\u2019t wait days for a fix. Lightrun helps us reduce that to hours, that\u2019s a huge win for us and for our customers.\u201d<\/i><br> Hood Munaim SVP, Head of Product Engineering<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/SAP-Lightrun.png\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                                                            <strong>+30%<\/strong>\n                            \n                                                            <p>Priceline increased developer productivity \r\n<br>by 30% across workflows over 2000+ services<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/PricelineLightrun.svg\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                            \n                                                            <p><i>\u201cLightrun not only saved us days, if not weeks, of painstaking debugging but provided an efficient approach to tackling complex issues in production.\u201d<\/i> Tomer Glicksman, SalesForce<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/SF-Lightrun.png\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                                                            <strong>2 weeks to 2 hours<\/strong>\n                            \n                                                            <p>Taboola reclaimed 260+ hours of monthly engineering \r\n<br>capacity by eliminating manual reproduction<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/Frame-3187378-1.svg\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                            \n                                                            <p>Inditex engineers used Lightrun\u2019s live, dynamic logs and snapshots directly from their IDE to dig into a critical production issue and uncover a rounding bug quickly.<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/02\/Indite-Lightrun.png\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                            <div class=\"feedback-slider__item\">\n                                                            <strong>+30%<\/strong>\n                            \n                                                            <p>Drata accelerated incident response velocity by 30% while maintaining strict compliance standards.<\/p>\n                            \n                                                                                        <div class=\"feedback-slider__logos\">\n                                    <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/01\/Frame-3187378-2.svg\" alt=\"feedback logo\" \/>\n                                <\/div>\n                                                    <\/div>\n                                    <\/div>\n            <\/div>\n        \n                    <div class=\"container\">\n                <div class=\"feedback-slider__links\">\n                                                                                                <div class=\"feedback-slider__links__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/Group-3187010.svg\" alt=\"logo\" \/>\n                            <\/div>\n                                                                                                                        <div class=\"feedback-slider__links__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/Gartner-4.8.svg\" alt=\"logo\" \/>\n                            <\/div>\n                                                                                                                        <div class=\"feedback-slider__links__item\">\n                                <img decoding=\"async\" src=\"https:\/\/lightrun.com\/wp-content\/uploads\/2026\/04\/Group-3187223.svg\" alt=\"logo\" \/>\n                            <\/div>\n                                                            <\/div>\n            <\/div>\n        \n        <div class=\"container\">\n                                        <div class=\"btn-group\">\n                    <a href=\"https:\/\/lightrun.com\/customers\/\" class=\"btn-icon-2\" target=\"\">\n                        See our customers                        \n                        <!-- <svg width=\"10\" height=\"10\" viewBox=\"0 0 10 10\" aria-hidden=\"true\">\n                            <g fill-rule=\"evenodd\">\n                                <path class=\"HoverArrow__linePath\" d=\"M0 5h7\"><\/path>\n                                <path class=\"HoverArrow__tipPath\" d=\"M1 1l4 4-4 4\"><\/path>\n                            <\/g>\n                        <\/svg> -->\n                    <\/a>\n                <\/div>\n                    <\/div>\n    <\/section>\n\n\n   \n    <section id=\"faqblock_a75efbb7cdd1f172e58ebbc48ab0bb05\" class=\"faq align wp-block-vt-faq\" data-theme=\"light\">\n        <div class=\"container\">\n                            <h2>Frequently asked questions <br>about Lightrun MCP<\/h2>\n            \n            \n                            \n                <div class=\"faq__list\">\n                    \n                                            \n                        <div class=\"faq__list__item active\">\n                            <div class=\"faq__list__question\">\n                                What is the Lightrun MCP server?                            <\/div>\n\n                            <div class=\"faq__list__answer\">\n                                <p>The Lightrun Model Context Protocol (MCP) server connects your AI agent directly to your live application&#8217;s runtime. While AI agents usually only see static source code, Lightrun MCP provides live runtime context, real-time variables, stack traces, and logs. By feeding the model actual production facts instead of assumptions, it eliminates AI &#8220;hallucinations&#8221; and enables instant, data-driven debugging of live environments.<\/p>\n                            <\/div>\n                        <\/div>\n                                            \n                        <div class=\"faq__list__item \">\n                            <div class=\"faq__list__question\">\n                                Which AI agents and IDEs are compatible with Lightrun MCP?                            <\/div>\n\n                            <div class=\"faq__list__answer\">\n                                <p data-path-to-node=\"4\">The Lightrun MCP server is built on an open standard, making it compatible with any tool that supports the Model Context Protocol. This includes AI coding assistants like Claude Code, Cursor, GitHub Copilot, Gemini, Kiro, alongside AI-powered IDEs like Antigravity, VS Code, IntelliJ and more. This allows you to access live production context where you are working.<\/p>\n                            <\/div>\n                        <\/div>\n                                            \n                        <div class=\"faq__list__item \">\n                            <div class=\"faq__list__question\">\n                                How does Lightrun MCP maintain production security?                            <\/div>\n\n                            <div class=\"faq__list__answer\">\n                                <p>Lightrun MCP&#8217;s security is handled through the use of a read-only sandboxed environment. The AI agent can only observe data, it cannot modify your source code or application state. Additionally, Lightrun MCP inherits enterprise-grade protections, including PII Redaction to mask sensitive data before it reaches the AI and Role-Based Access Control (RBAC) to ensure only authorized users can request runtime context.<\/p>\n                            <\/div>\n                        <\/div>\n                                            \n                        <div class=\"faq__list__item \">\n                            <div class=\"faq__list__question\">\n                                Do I need to restart or redeploy my app to enable instrumentation?                            <\/div>\n\n                            <div class=\"faq__list__answer\">\n                                <p>No. Lightrun uses Dynamic Instrumentation, allowing the MCP server to fetch real-time data without a single line of code change or a service restart. As long as the Lightrun Agent is running in your application (Java, Python, Node.js, or .NET), your AI agent can begin inspecting the runtime environment immediately.<\/p>\n                            <\/div>\n                        <\/div>\n                                            \n                        <div class=\"faq__list__item \">\n                            <div class=\"faq__list__question\">\n                                Who can use Lightrun MCP?                            <\/div>\n\n                            <div class=\"faq__list__answer\">\n                                <p data-path-to-node=\"3\">Lightrun MCP is designed for SRE, DevOps, and Platform Engineering teams. It is ideal for the FinTech, E-commerce, and Healthcare industries, where maintaining high uptime across complex microservice or legacy architectures is critical. By empowering on-call engineers to delegate data collection to autonomous AI agents, the platform simplifies code design, validation, and incident response while maintaining the strict PII redaction and RBAC security standards required by highly regulated sectors.<\/p>\n                            <\/div>\n                        <\/div>\n                                            \n                        <div class=\"faq__list__item \">\n                            <div class=\"faq__list__question\">\n                                What is the workflow for debugging with Lightrun MCP?                            <\/div>\n\n                            <div class=\"faq__list__answer\">\n                                <p data-path-to-node=\"4\">It\u2019s a simple, conversation-based process. You describe a production issue to your AI agent, like Claude or Cursor, and the agent takes action. It automatically identifies the service, sets up the necessary snapshots and traces, and retrieves the live data for you. You get a data-backed root cause analysis in seconds, all without ever leaving your chat window, redeploying, or changing your production code.<\/p>\n                            <\/div>\n                        <\/div>\n                                    <\/div>\n                    <\/div>\n    <\/section>\n\n\n   \n    <section id=\"cta-buttonblock_c3ad763310a53ae951d0f67fdd8430c9\" class=\"cta-button align wp-block-vt-cta-button\" data-bg=\"default\">\n        <div class=\"container\">\n            <div class=\"cta-button__wrap\" style=\"width: 500px\">\n                                    <h2 class=\"h2\">Embrace runtime-aware development<\/h2>\n                \n                                    <p>Connect Lightrun&#8217;s Runtime Sensor into your AI-assisted development flow.<\/p>\n                \n                \n                                    <div class=\"btn-group\">\n                                                    <a href=\"\/demo\/\" class=\"btn btn-white\" target=\"\">Book a Demo<\/a>\n                        \n                                            <\/div>\n                            <\/div>\n        <\/div>\n    <\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":12767,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-8336","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.9 (Yoast SEO v27.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Live Runtime Context for AI Agents | Lightrun<\/title>\n<meta name=\"description\" content=\"Provide AI agents with live runtime context from production systems so they can investigate incidents and analyze real execution behavior.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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