DevOps AI Guidelines is a learning and guidance repository for using artificial intelligence in DevOps, including paths toward AI infrastructure architecture and enterprise adoption. It is for DevOps engineers, teams introducing AI, and technical leaders planning AI-enabled operations. The catalogue instruction provides an agent-facing part of these guidelines.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/VersusControl/devops-ai-guidelinesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/versuscontrol/devops-ai-guidelines/deploy-app)<a href="https://agentmods.dev/commands/versuscontrol/devops-ai-guidelines/deploy-app"><img src="https://agentmods.dev/badge/commands/versuscontrol/devops-ai-guidelines/deploy-app/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/versuscontrol/devops-ai-guidelines/deploy-app"><img src="https://agentmods.dev/badge/commands/versuscontrol/devops-ai-guidelines/deploy-app.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00008 | $0.00208 |
| Opus 5.5 | $0.00003 | $0.00083 |
| Sonnet 5 | $0.00002 | $0.00042 |
| Haiku 4.5 | $0.00001 | $0.00021 |
Grade A, and why
deploy-app scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Deploy the application described by ${input:manifest:path or name} to namespace ${input:namespace:namespace}.
Steps:
- Validate the manifest is a
DeploymentorStatefulSet. - Use
describe_resourceto detect whether the workload already exists.- If it exists, summarise the diff (replicas, image, env).
- If it does not, list the resources that will be created.
- Pause and ask for confirmation before applying.
- After confirmation, apply the manifest using the project's CI/CD bridge
(do NOT shell out to
kubectl applyfrom inside the MCP tools — this prompt is read-only with respect to the cluster API). - Poll
list_podsuntil all replicas reportReadyor 5 minutes elapse.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 21 lines · 8 tokens per session scan A 4922fe4665ef
deploy-app is a command published in the GitHub repository VersusControl/devops-ai-guidelines (1,527 stars, last pushed 3d ago), licensed MIT. It adds 8 tokens to every session and 208 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-17.
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