https://tryovernight.com/blog/ Field notes on running AI- and agent-generated software safely: compliance, audit, isolation, and the compliant runtime. en-us Tue, 21 Jul 2026 09:00:00 GMT https://tryovernight.com/blog/what-is-a-compliant-runtime/ https://tryovernight.com/blog/what-is-a-compliant-runtime/ Fundamentals Tue, 21 Jul 2026 09:00:00 GMT A plain definition of a term you're going to hear a lot more of: an execution environment where AI- and agent-written code runs with isolation, a full audit trail, and policy enforcement applied by default. Safe on real data, and it passes security review without per-tool engineering. https://tryovernight.com/blog/ai-agent-sandbox-explained/ https://tryovernight.com/blog/ai-agent-sandbox-explained/ Fundamentals Tue, 21 Jul 2026 09:00:00 GMT An AI agent sandbox is an isolated, disposable environment where an agent runs the code it just wrote. They are excellent at that job. The confusion starts when teams expect one to govern production software on real data, which is a different job entirely. https://tryovernight.com/blog/ai-agents-production-data-accountability/ https://tryovernight.com/blog/ai-agents-production-data-accountability/ Governance & Risk Tue, 21 Jul 2026 09:00:00 GMT Autonomous agents now write and run code against real customer data with no human in the loop. When that code causes a breach or a compliance failure, the org chart goes quiet. Here is where accountability actually has to land. https://tryovernight.com/blog/ai-code-audit-trail/ https://tryovernight.com/blog/ai-code-audit-trail/ Compliance & Audit Tue, 21 Jul 2026 09:00:00 GMT For AI-built software, the auditor's question (what ran against our data, and who approved it?) usually has no good answer. Here is why application logs can't provide one, and what a real record of autonomous execution actually requires. https://tryovernight.com/blog/ai-generated-code-gdpr-hipaa/ https://tryovernight.com/blog/ai-generated-code-gdpr-hipaa/ Compliance & Audit Tue, 21 Jul 2026 09:00:00 GMT When AI-generated software processes personal data or PHI, the same rules apply as for any other processing. What changes is that the chain of accountability the regulations depend on quietly goes missing. https://tryovernight.com/blog/ai-generated-code-security-checklist/ https://tryovernight.com/blog/ai-generated-code-security-checklist/ Governance & Risk Tue, 21 Jul 2026 09:00:00 GMT Seven checks a platform or security team can run before an AI-built app reads a single production record. Skimmable, reusable, and grounded in how the failures actually happen. https://tryovernight.com/blog/ai-model-capabilities-without-api-keys/ https://tryovernight.com/blog/ai-model-capabilities-without-api-keys/ Security & Architecture Tue, 21 Jul 2026 09:00:00 GMT The moment you give an agent a raw key so it can "do things," the model and every line it writes holds the keys to the kingdom. There is a better shape, and it starts with handing over capabilities while the credentials stay put. https://tryovernight.com/blog/capability-based-security-ai-agents/ https://tryovernight.com/blog/capability-based-security-ai-agents/ Security & Architecture Tue, 21 Jul 2026 09:00:00 GMT An agent should be able to do exactly what it was granted and nothing else. Capability-based security makes that true by construction, so you stop hoping a policy check fires in time. https://tryovernight.com/blog/code-provenance-signing/ https://tryovernight.com/blog/code-provenance-signing/ Security & Architecture Tue, 21 Jul 2026 09:00:00 GMT The supply-chain toolkit already knows how to prove where an artifact came from and that nobody tampered with it. AI-generated apps break the assumption underneath it: that what you signed is what stays running. https://tryovernight.com/blog/deny-by-default-guardrails/ https://tryovernight.com/blog/deny-by-default-guardrails/ Security & Architecture Tue, 21 Jul 2026 09:00:00 GMT You can't predict what a model will write, so you can't enumerate everything it might do wrong. The only guardrail that holds denies everything you didn't explicitly allow, and enforces that where the code runs. https://tryovernight.com/blog/inherit-compliance-posture/ https://tryovernight.com/blog/inherit-compliance-posture/ Compliance & Audit Tue, 21 Jul 2026 09:00:00 GMT Every new app arrives at the review queue as a fresh unknown, with its own questionnaire, its own evidence, its own controls to re-prove. When AI generates apps faster than any queue can drain, that per-app tax becomes the bottleneck. There is an architectural way out. https://tryovernight.com/blog/is-ai-generated-code-safe/ https://tryovernight.com/blog/is-ai-generated-code-safe/ Fundamentals Tue, 21 Jul 2026 09:00:00 GMT AI writes code that passes your tests and ships to production. The security data tells a very different story. Here is what the studies show, and why the durable fix lives in the place the code runs. https://tryovernight.com/blog/overnight-vs-cloudflare/ https://tryovernight.com/blog/overnight-vs-cloudflare/ Comparisons Tue, 21 Jul 2026 09:00:00 GMT Cloudflare runs code closer to your users than almost anyone, and now gives AI agents isolated sandboxes to execute in. Proving to an auditor that AI-built software touched real data safely is a different job. Here is an honest look at where each one fits. https://tryovernight.com/blog/overnight-vs-daytona/ https://tryovernight.com/blog/overnight-vs-daytona/ Comparisons Tue, 21 Jul 2026 09:00:00 GMT Daytona is one of the fastest ways to give an AI agent an elastic, isolated place to run code. Running AI-built software safely on production data is a different job. Here is an honest breakdown of where each one fits. https://tryovernight.com/blog/overnight-vs-e2b/ https://tryovernight.com/blog/overnight-vs-e2b/ Comparisons Tue, 21 Jul 2026 09:00:00 GMT E2B is one of the best ways to give an AI agent a fast, isolated place to run code. Running AI-built software safely on production data is a different job. Here is an honest breakdown of where each one fits. https://tryovernight.com/blog/overnight-vs-modal/ https://tryovernight.com/blog/overnight-vs-modal/ Comparisons Tue, 21 Jul 2026 09:00:00 GMT Modal is one of the strongest serverless compute platforms for AI and ML, and its sandboxes are a clean way to execute untrusted, model-generated code. Governing what AI-built software does with your production data is a different job. Here is an honest breakdown of where each one fits. https://tryovernight.com/blog/overnight-vs-vercel-sandbox/ https://tryovernight.com/blog/overnight-vs-vercel-sandbox/ Comparisons Tue, 21 Jul 2026 09:00:00 GMT Vercel Sandbox is a clean, fast way to run untrusted or generated code inside the Vercel platform. Running AI-built software safely on production data is a different job. Here is an honest breakdown of where each one fits. https://tryovernight.com/blog/run-ai-generated-code-safely/ https://tryovernight.com/blog/run-ai-generated-code-safely/ Fundamentals Tue, 21 Jul 2026 09:00:00 GMT A model can write and ship an app before anyone reads it. Here is the practical playbook for letting that code touch real data without trusting a line of it. https://tryovernight.com/blog/sandbox-vs-compliant-runtime/ https://tryovernight.com/blog/sandbox-vs-compliant-runtime/ Fundamentals Tue, 21 Jul 2026 09:00:00 GMT From a distance a sandbox and a compliant runtime look like the same box: somewhere safe to put untrusted code. They answer different questions, and only one of them survives an audit. Here is the clean line between them. https://tryovernight.com/blog/shadow-ai-ungoverned-apps/ https://tryovernight.com/blog/shadow-ai-ungoverned-apps/ Governance & Risk Tue, 21 Jul 2026 09:00:00 GMT The old worry was employees pasting secrets into a chatbot. The new one is agents that build and run whole apps against your production data, with no owner, no review, and no record of what happened. https://tryovernight.com/blog/ship-ai-internal-tools-without-procurement/ https://tryovernight.com/blog/ship-ai-internal-tools-without-procurement/ Governance & Risk Tue, 21 Jul 2026 09:00:00 GMT You can build the internal tool your team needs in an afternoon. Shipping it the sanctioned way can take a quarter. Here is how to get both: first-session value inside a boundary security already signed off on. https://tryovernight.com/blog/soc-2-ai-generated-code/ https://tryovernight.com/blog/soc-2-ai-generated-code/ Compliance & Audit Tue, 21 Jul 2026 09:00:00 GMT The controls didn't change. What generates the code did. Here is how SOC 2's change management, access, and monitoring criteria read once an agent wrote and shipped the app with no human in the loop. https://tryovernight.com/blog/subprocessor-of-record/ https://tryovernight.com/blog/subprocessor-of-record/ Compliance & Audit Tue, 21 Jul 2026 09:00:00 GMT Every enterprise deal that touches customer data runs into the same gate: can we list you as a subprocessor? For AI-built software the honest answer is usually that nobody qualifies, and that empty line on the list is where launches die. https://tryovernight.com/blog/tenant-isolation-for-ai-apps/ https://tryovernight.com/blog/tenant-isolation-for-ai-apps/ Security & Architecture Tue, 21 Jul 2026 09:00:00 GMT Pooled infrastructure is cheaper, and for most workloads it is fine. AI-generated code running on real customer data sits outside most workloads. Here is how the isolation spectrum works, and why the choice turns into a security decision. https://tryovernight.com/blog/vibe-coding-enterprise-security/ https://tryovernight.com/blog/vibe-coding-enterprise-security/ Governance & Risk Tue, 21 Jul 2026 09:00:00 GMT Vibe coding is genuinely productive, and it has quietly moved from weekend projects into real internal tools. The practice is fine. What goes wrong is that nobody owns what happens after the code ships.