# daltonhq.ai

> AI-optimized mirror of daltonhq.ai containing 19 pages totalling 16,985 words of clean markdown content, structured data, and semantic HTML. Original source: https://daltonhq.ai. Last updated: 2026-07-17T23:11:30.603Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Dalton - The AI Reliability Platform](/content/site-root.html): Dalton continuously investigates, understands, and fixes reliability issues across every layer of your stack. Catches every signal, connects every pattern, acts autonomously. AI-driven reliability that never stops. (691 words)

## Articles & Blog Posts

- [Privacy Policy | Dalton AI](/content/privacy/index.html): Privacy Policy for Dalton AI - How we collect, use, and protect your personal information. (703 words)
- [Request Access | Dalton AI](/content/request-access/index.html): Request access to Dalton, the AI Reliability Platform. Tell us about your team and stack - we onboard new accounts in batches. (86 words)
- [Terms of Service | Dalton AI](/content/terms/index.html): Terms of Service for Dalton AI - Review the terms governing use of our AI Reliability Platform. (1,189 words)
- [AI SRE - What It Is, How It Works, How to Evaluate One | Dalton AI](/content/ai-sre/index.html): An AI SRE is an AI system that takes on Site Reliability Engineering work - alert triage, incident investigation, runbook execution, postmortems. The reference: definition, day-to-day, distinctions from AIOps and human SREs, evaluation criteria. (1,146 words)
- [Integrations for Engineering, SRE & DevOps Stacks | Dalton AI](/content/integrations/index.html): Dalton integrates with the observability, cloud, CI/CD, and incident response tools used by engineering, SRE, infrastructure, and DevOps teams. No agents or sidecars required. (543 words)
- [Blog - AI Reliability, AI SRE & System Reliability Insights | Dalton AI](/content/blog/index.html): Engineering insights on AI reliability, AI SRE, system reliability, production resilience, and the future of DevOps. Learn from the team building Dalton. (379 words)
- [System Reliability - Definition, Measurement, Modern Practice | Dalton AI](/content/system-reliability/index.html): System reliability is the ability of software systems to stay available, fast, and resilient under change. Definition, how it's measured (SLOs, SLIs, error budgets, MTTR), why traditional approaches break down, and what modern practice looks like. (1,081 words)
- [AI Reliability - Definition, Strategy, and Tooling | Dalton AI](/content/ai-reliability/index.html): AI reliability is using AI to continuously investigate, understand, and fix reliability issues across architecture, code, CI/CD, infrastructure, and production. The reference: definition, why now, capabilities, and how it differs from observability and AIOps. (1,195 words)
- [Why Dalton - AI Reliability for Engineering, SRE & DevOps Teams | Dalton AI](/content/why-us/index.html): Dalton is an AI reliability platform and AI SRE that continuously investigates, understands, and fixes reliability issues across architecture, code, CI/CD, infrastructure, and production. (475 words)
- [Careers - Build the Future of AI Reliability | Dalton AI](/content/careers/index.html): Join Dalton AI and help build the future of AI reliability and AI SRE. We're building AI that continuously investigates, understands, and fixes reliability issues across the full stack. (365 words)
- [Enterprise Security & Compliance - SOC 2 Type II Certified | Dalton AI](/content/security/index.html): Enterprise-grade security for Dalton's AI reliability platform. SOC 2 Type II certified, GDPR compliant, zero data retention, built-in guardrails, and human oversight for critical actions. (240 words)
- [The Double Exposure: When Your AI Agents Run on AI-Generated Code | Dalton AI](/content/blog/double-exposure/index.html): In March 2026, Amazon lost 6.3 million orders in a single afternoon. The cause wasn't an AI agent. It wasn't AI-generated code either. It was both - running on top of each other. This is the failure surface nobody's measuring yet. (1,476 words, May 18, 2026)
- [Mythos: What Anthropic's Own Reliability Team Says - and What It Means for Production AI | Dalton AI](/content/blog/mythos-reliability-assessment/index.html): Anthropic's model card includes a candid reliability assessment of Claude Mythos. We break down what their own engineers found - where it's a step change, where it still falls short, and what this means for teams running AI in production. (1,553 words, Apr 8, 2026)
- [The Three Meanings of "Nothing" in AI Agent Tool-Calling | Dalton AI](/content/blog/three-meanings-of-nothing/index.html): Mid-investigation, a tool call comes back empty. One agent retries endlessly. Another reports a failure. A third keeps searching across every data source it can find. Same empty response, three completely different problems. (1,068 words, Apr 5, 2026)
- [What is AI SRE? The History, the Market, and What Comes Next | Dalton AI](/content/blog/ai-sre-history-market-future/index.html): AI SRE did not appear out of nowhere. Here's where it came from, how the market is forming, and why the next phase will be about prevention, not prettier incident response. (1,576 words, Mar 29, 2026)
- [AI Is Writing 46% of Your Code. Nobody's Watching What It Breaks. | Dalton AI](/content/blog/ai-writing-and-breaking/index.html): We use AI coding tools every day. They're the future. But 46% AI-generated code, 98% more PRs, and 30% more change failures is what that future actually looks like - and nobody's talking about it honestly. (1,569 words, Feb 7, 2026)
- [Your AI Strategy Is a Data Strategy Wearing a Costume | Dalton AI](/content/blog/ai-strategy/index.html): Most companies think they have an AI problem. They don't. They have a data problem - messy pipelines, no context, garbage semantics - and they're throwing models at it hoping nobody notices. (931 words, Jan 14, 2026)
- [Postmortem: Reactive Operations | Dalton AI](/content/blog/the-end-of-on-call/index.html): We automated detection twenty years ago (to some extent...) - Investigation is still manual. Here's why that's a problem. (719 words, Dec 18, 2025)

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