ashis.site Blog https://ashis.site/blog ashis.site Blog Thu, 01 May 2025 00:00:00 GMT https://validator.w3.org/feed/docs/rss2.html https://github.com/jpmonette/feed en <![CDATA[Shipping AI Agents to Production]]> https://ashis.site/blog/ai-agents-production https://ashis.site/blog/ai-agents-production Thu, 01 May 2025 00:00:00 GMT Production AI agents need more than a clever prompt — they need evals, guardrails, and observability on cloud platforms, aligned with deployment automation practices.

Start with evals​

Define golden tasks before tuning prompts. Regression-test tool routing and citation quality on every release — the same discipline as open-source contributions.

Operate like any service​

Set SLOs on latency and error rate. Route models by cost and capability. Never log secrets or raw PII in traces.

await agent.run({ input, maxSteps: 8, timeoutMs: 30_000 });

Pair agent APIs with SEO and web design docs so integrators find your guides quickly.

]]> AI Cloud <![CDATA[Kubernetes Platform Patterns That Scale]]> https://ashis.site/blog/kubernetes-platform-patterns https://ashis.site/blog/kubernetes-platform-patterns Tue, 15 Apr 2025 00:00:00 GMT Platform teams win when application developers don't think about clusters — they think about services on cloud platforms, with deployment automation handling promotion.

GitOps by default​

Declarative manifests in git, reconciled by controllers, give you audit trails and painless rollbacks — a core pattern in deployment automation.

Guardrails, not gatekeeping​

NetworkPolicies, resource quotas, and approved base images reduce incidents without blocking velocity.

resources:
  requests:
    cpu: 100m
    memory: 128Mi
  limits:
    cpu: 500m
    memory: 512Mi

Open-source technologies (Helm, Kustomize, Crossplane) keep platforms portable across clouds. Document runbooks with the same clarity as your public developer docs.

]]> Cloud Open Source <![CDATA[Technical SEO for Developer Documentation Sites]]> https://ashis.site/blog/docs-site-seo https://ashis.site/blog/docs-site-seo Thu, 20 Mar 2025 00:00:00 GMT Developer docs are content products. SEO and web design together help readers discover guides on open-source technologies, cloud platforms, AI agents, deployment automation, and more.

Metadata matters​

Every doc and blog post should have a unique description in front matter. Example site-wide copy:

---
description: Developer docs and guides for open-source technologies, cloud platforms, AI agents, deployment automation, web design, and SEO.
---

Use canonical URLs, sitemaps, and stable paths — see the SEO overview.

Performance is SEO​

Core Web Vitals affect rankings. Static generation, font subsetting, and edge caching keep docs snappy — especially on Docusaurus sites like ashis.site.

Pair great content with local search so developers find answers in milliseconds.

]]> SEO Open Source