# Spikefrost — full content index

> The enterprise platform for building, governing, and running secure AI agents.

## Docs
- [Getting started](https://www.spikefrost.com/en/docs/getting-started): From zero to a deployed app in one sitting: install Spikefrost and either Claude Code or Codex, create your first app, build by chatting, deploy it, and open it on your phone.
- [Publish to Google Play](https://www.spikefrost.com/en/docs/publish-mobile-app-google-play): Everything you need before an Android app can ship: creating a Google Play Console developer account (with verification and the new-account testing rule), a Google Cloud service account, and linking them — explained click by click.
- [Publish to the App Store](https://www.spikefrost.com/en/docs/publish-mobile-app-apple-app-store): Everything you need before an iOS app can ship: enrolling in the Apple Developer Program (individual or company, with D-U-N-S), creating an App Store Connect API key, and finding your Team ID — explained click by click.
- [Test on your phone](https://www.spikefrost.com/en/docs/test-your-app-on-your-phone): Scan one QR code and your Spikefrost app's native mobile companion runs on your phone — no App Store, no developer account, no cables. How the flow works and what to expect.

## Blog
- [Why deterministic operations matter for AI agents](https://www.spikefrost.com/en/blog/deterministic-operations-ai-agents): The reliability fix for multi-agent apps: move correctness out of the prompt and into deterministic, transactional operations. Why it matters and how it prevents real bugs.
- [AI agents and SOC 2: what compliance teams need to know](https://www.spikefrost.com/en/blog/ai-agents-and-soc2-compliance): What it takes to run AI agents in a SOC 2 / regulated environment — access control, isolation, audit, and data handling — and the questions to ask any agent platform.
- [Automating seasonal drops and promotions](https://www.spikefrost.com/en/blog/automate-seasonal-drops-promotions): Drops and seasonal promotions are where ecommerce teams scramble hardest. How AI agents handle the surge — promotions toward a goal, support spikes, and the prep — so launches run themselves.
- [How to measure the ROI of an AI agent](https://www.spikefrost.com/en/blog/measure-ai-agent-roi): A practical framework for measuring AI agent ROI — the inputs that matter, the outcome metrics per function, and the costs to count so the number is honest.
- [How to ship ecommerce features faster](https://www.spikefrost.com/en/blog/ship-ecommerce-features-faster): Growing brands lose to slow feature delivery. How to go from idea to live feature in a day — by building with AI instead of queuing behind a small engineering team.
- [How to give AI agents access to your data safely](https://www.spikefrost.com/en/blog/give-ai-agents-access-to-data-safely): AI agents are only useful with access to your data — and only safe with the right controls. A practical guide to scoping, isolation, credentials, and audit.
- [Your engineering backlog is your growth ceiling](https://www.spikefrost.com/en/blog/ecommerce-dev-backlog): For growing ecommerce brands, the real constraint isn't ideas or budget — it's the dev backlog. Why features stall, what it costs, and how AI changes the math.
- [Multi-agent systems: when one agent isn't enough](https://www.spikefrost.com/en/blog/multi-agent-systems): When to split work across multiple AI agents instead of one — the patterns that work, the coordination traps to avoid, and how agents hand work to each other safely.
- [The hidden cost of manual ecommerce operations](https://www.spikefrost.com/en/blog/hidden-cost-manual-ecommerce-ops): The work that doesn't show up on a P&L: manual promotions, support triage, and merchandising. What manual ops really costs a growing brand — and how to get it back.
- [Building an AI agent that takes payments with Stripe](https://www.spikefrost.com/en/blog/ai-agent-stripe-payments): How an AI agent can send a payment link, get paid, and react to the payment — closing the loop on a sale — and how to do it without putting payment keys in agent code.
- [Ecommerce automation without hiring more engineers](https://www.spikefrost.com/en/blog/ecommerce-automation-without-more-engineers): Growing brands don't need a bigger engineering team to automate — they need leverage. How to automate operations and ship features with AI instead of headcount.
- [AI agents vs RPA: what's the difference?](https://www.spikefrost.com/en/blog/ai-agents-vs-rpa): RPA automates fixed, repetitive steps by mimicking clicks. AI agents pursue goals and adapt. How they differ, where each fits, and why teams are moving from one to the other.
- [Per-action credentials: how AI agents stay secure](https://www.spikefrost.com/en/blog/per-action-credentials-ai-agents): Long-lived API keys in agent code are a breach waiting to happen. How short-lived, per-action credentials shrink the blast radius — and why it's the right default for AI agents.
- [AI agent guardrails: keeping agents safe in production](https://www.spikefrost.com/en/blog/ai-agent-guardrails): The guardrails that keep production AI agents safe — scoped tools, isolation, approval gates, and audit — and why the runtime, not the prompt, has to enforce them.
- [How to write a good agent rulebook (system prompt)](https://www.spikefrost.com/en/blog/how-to-write-an-agent-rulebook): An AI agent is only as good as its instructions. A practical guide to writing an agent's rulebook — role, boundaries, tools, escalation, and voice — that holds up in production.
- [Human-in-the-loop for AI agents: when to keep a human in the loop](https://www.spikefrost.com/en/blog/human-in-the-loop-ai-agents): Autonomy isn't all-or-nothing. A guide to designing human-in-the-loop checkpoints for AI agents — what to gate, when to escalate, and how to keep it auditable.
- [AI agents for ecommerce: 5 things to automate first](https://www.spikefrost.com/en/blog/ai-agents-ecommerce-automate-first): Where to start with AI agents on an online store — the five highest-leverage things to automate first, in order, and what each one needs to work safely.
- [How to build an AI sales agent (in a day)](https://www.spikefrost.com/en/blog/how-to-build-an-ai-sales-agent): A practical, step-by-step guide to building an AI sales agent that qualifies leads, follows up, and books meetings — and ships to production the same day.
- [Connecting AI agents to Slack: patterns and pitfalls](https://www.spikefrost.com/en/blog/connect-ai-agents-to-slack): How to put an AI agent in Slack the right way — channel vs DM vs thread behavior, when to engage, multi-bot etiquette, and the security model that keeps it safe.
- [From chatbot to agentic app: upgrading your support bot](https://www.spikefrost.com/en/blog/chatbot-to-agentic-app): Your support chatbot deflects but doesn't resolve. Here's how to upgrade it into an agentic app that takes real actions across channels — and what changes when you do.
- [How AI agents cut customer support response time](https://www.spikefrost.com/en/blog/reduce-support-response-time-with-ai-agents): Where support time actually goes — and how an AI agent that answers, acts, and escalates cleanly cuts first-response and resolution time without dropping quality.
- [9 enterprise AI agent use cases that actually ship](https://www.spikefrost.com/en/blog/enterprise-ai-agent-use-cases): Beyond the hype: nine concrete, production-ready use cases for enterprise AI agents across sales, support, ecommerce, and operations — and what each one needs to work.
- [The real cost of building AI agents in-house](https://www.spikefrost.com/en/blog/cost-of-building-ai-agents-in-house): The agent logic is the cheap part. A clear-eyed look at the full cost of building an enterprise AI agent platform in-house — and when buying is the better call.
- [Proactive vs reactive AI agents: why scheduled agents win](https://www.spikefrost.com/en/blog/proactive-vs-reactive-ai-agents): Most AI 'agents' only react to a prompt. The real leverage is proactive agents that act on a schedule — following up, monitoring, and reporting before anyone asks.
- [AI lead qualification: a practical guide](https://www.spikefrost.com/en/blog/ai-lead-qualification): How AI agents qualify inbound leads in seconds — engaging instantly, asking the right questions, scoring, and routing — without the lead-response delay that kills conversion.
- [How autonomous agents hit daily sales goals](https://www.spikefrost.com/en/blog/autonomous-agents-daily-sales-goals): An AI agent that owns a daily sales target — reviewing the numbers, deciding when to promote, and launching offers on its own. How the pattern works, and how to keep it in control.
- [AI agent orchestration explained](https://www.spikefrost.com/en/blog/ai-agent-orchestration): How multiple AI agents coordinate to get work done — delegation, durable jobs, hand-offs, and shared state — without a brittle workflow engine. A clear, practical explainer.

## Glossary
- [AI agent vs workflow: what's the difference?](https://www.spikefrost.com/en/glossary/ai-agent-vs-workflow): A workflow follows a fixed sequence you define. An AI agent decides what to do at each step toward a goal. Here's when to use each — and how they work together.
- [What is an agentic app?](https://www.spikefrost.com/en/glossary/what-is-an-agentic-app): An agentic app is software that operates itself — a team of AI agents that run a real process end to end, across your channels, instead of a tool you operate by hand.
- [What is an AI agent?](https://www.spikefrost.com/en/glossary/what-is-an-ai-agent): An AI agent is an AI system given a goal, a set of tools, and the authority to act — choosing what to do at each step, not following a fixed script.
- [What is MCP (Model Context Protocol)?](https://www.spikefrost.com/en/glossary/model-context-protocol-mcp): MCP is an open standard for connecting AI agents to tools and data through a common interface — so any agent can use any compatible tool without custom glue.

## Guides
- [AI agents for ecommerce: a store that runs itself](https://www.spikefrost.com/en/learn/ai-agents-for-ecommerce): AI agents for ecommerce manage promotions toward a sales goal, answer buyers, and flag anomalies — proactively. What they do, how they work, and how to deploy them.
- [AI agents for operations and the back office](https://www.spikefrost.com/en/learn/ai-agents-for-operations): AI agents for operations reconcile data, watch metrics on a schedule, run checks, and report — turning routine back-office work into software that runs itself.
- [AI customer support agents: resolve tickets on every channel](https://www.spikefrost.com/en/learn/ai-customer-support-agents): AI customer support agents answer and resolve tickets across Slack, email, and chat, and escalate only what needs a human. What they do, how they work, and how to deploy them.
- [AI marketing agents: automate campaigns, promos, and reporting](https://www.spikefrost.com/en/learn/ai-marketing-agents): AI marketing agents draft and schedule campaigns, run promotions, and report on performance — proactively and across channels. What they do and how to deploy them.
- [AI sales agents: what they do and how to deploy them](https://www.spikefrost.com/en/learn/ai-sales-agents): AI sales agents qualify leads, follow up, answer prospects, and keep your CRM current across every channel. What they do, how they work, and how to run them safely.
- [Ecommerce automation: a practical guide for growing brands](https://www.spikefrost.com/en/learn/ecommerce-automation): How growing ecommerce brands automate operations and ship features faster — without hiring a bigger engineering team. What to automate, how AI agents do it, and where to start.
- [Enterprise AI agents: the complete guide](https://www.spikefrost.com/en/learn/enterprise-ai-agents): What enterprise AI agents are, what they do, how they're built and governed, and how to ship them safely — a practical guide for security-first teams.

## Solutions
- [Build AI agents for operations](https://www.spikefrost.com/en/solutions/operations): Automate reconciliation, monitoring, scheduled reporting, and internal Q&A with AI agents on Spikefrost — auditable by design. Book a demo.
- [Build AI agents for your ecommerce store](https://www.spikefrost.com/en/solutions/ecommerce): Automate promotions, support, and ops — and ship features the same day, without a bigger engineering team. Build an ecommerce agentic app on Spikefrost. Book a demo.
- [Build an AI customer support agent](https://www.spikefrost.com/en/solutions/customer-support): Deploy an AI support agent on Spikefrost that resolves tickets across Slack, email, and chat — taking real actions, not just answering — and escalates cleanly. Book a demo.
- [Build an AI sales agent](https://www.spikefrost.com/en/solutions/sales): Deploy an AI sales agent on Spikefrost that qualifies leads, follows up, books meetings, and keeps your CRM current — across every channel, securely. Book a demo.

## Comparisons
- [Spikefrost vs automation tools (Zapier, n8n, Make)](https://www.spikefrost.com/en/compare/spikefrost-vs-automation-tools): Automation tools run fixed workflows you configure. Spikefrost runs AI agents that decide what to do toward a goal. The difference between workflows and agents — and when to use each.
- [Spikefrost vs building AI agents in-house](https://www.spikefrost.com/en/compare/spikefrost-vs-building-in-house): Should you build your enterprise AI agent platform in-house or buy one? An honest look at the trade-offs in time, security, and total cost — and when each makes sense.
- [Spikefrost vs open-source agent frameworks](https://www.spikefrost.com/en/compare/spikefrost-vs-agent-frameworks): Agent frameworks like LangChain, CrewAI, and AutoGen are libraries you assemble and operate yourself. Spikefrost is a managed, secure runtime. How they differ and when to use each.