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Practical articles on delivery and infrastructure, updated with what we are seeing in 2025 and planning for 2026—search and AI overviews, platform releases, FinOps pressure, and sharper performance budgets. Use the category list to narrow posts; the same filters appear next to every article.
- AI & Automation9 min read
AI Automation for Operations: Guardrails, Logging, and Human-in-the-Loop
Shipping AI automation without shadow IT: prompts versioned, PII redacted, actions scoped, and kill switches your on-call can find at 3 a.m.
Read article - AI & Automation9 min read
AI Automation for Docs and Support: RAG, Chunking, and Freshness Windows
Grounding assistants in your Google Docs, Confluence, or Markdown corpus—chunking strategy, embeddings hygiene, and when to call Gemini or another model for summarization.
Read article - AI & Automation7 min read
Gemini API Quickstart: Keys, Models, and Safety Settings in Node or Python
Calling Google’s Gemini from server-side backends: API keys vs Vertex, picking model tiers, and setting safety categories appropriate for enterprise apps.
Read article - AI & Automation8 min read
Gemini Function Calling: Tools, JSON Schemas, and Reliable Side Effects
Let Gemini propose structured actions—SQL-safe queries, ticket creation, or CRM updates—while your code remains the only layer that mutates state.
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