# AISquare blog

> The AISquare blog: notes from building trustworthy AI. The newest posts cover agentic governance, AI agent guardrails, agent observability and explainability; older ones cover engineering, developer experience and research.

- **URL:** https://aisquare.studio/blogs
- **Audience:** Anyone following AISquare's work, from risk and platform teams to engineers
- **Topics:** blog, agentic governance, AI agent guardrails, agent observability, explainable AI, engineering, developer experience, research, posts

## Notes from building trustworthy AI.

Explainability, agentic governance, and the engineering behind AI you can actually put in front of a customer. Free to read. No signup.

## How this page works

Filterable list of every post. For a machine-readable index use `GET https://aisquare.studio/api/blog`; a single post's full markdown is at `GET https://aisquare.studio/api/blog/{slug}`.

Every post in full, newest first, is also an RSS 2.0 feed at https://aisquare.studio/blogs/rss.xml.

## Links

- [Blog API](https://aisquare.studio/api/blog)
- [Blog feed (RSS, full posts)](https://aisquare.studio/blogs/rss.xml)

## Posts

- **Human-in-the-Loop AI Agents: Why Approval Isn’t Oversight**: 2026-10-26, Omkar Shendge, Human Oversight. https://aisquare.studio/blogs/human-in-the-loop-ai-agents
- **Agentic Governance Glossary: 16 Terms Every Team Should Know**: 2026-10-26, Omkar Shendge, Agentic Governance. https://aisquare.studio/blogs/agentic-governance-glossary
- **Agentic Governance Platform: How to Choose One for AI Agents**: 2026-10-15, Omkar Shendge, Agentic Governance. https://aisquare.studio/blogs/agentic-governance-platform
- **Agentic Governance Framework: A Practical Template**: 2026-10-15, Omkar Shendge, Agentic Governance. https://aisquare.studio/blogs/agentic-governance-framework
- **Explainable AI Agents: Explaining Decisions, Not Just Models**: 2026-10-15, Omkar Shendge, Explainability. https://aisquare.studio/blogs/explainable-ai-agents
- **Agentic Governance: How to Get Agents Into Production**: 2026-10-09, Omkar Shendge, Agentic Governance. https://aisquare.studio/blogs/agentic-governance
- **AI Agent Guardrails: What They Catch and What They Miss**: 2026-10-09, Omkar Shendge, Guardrails. https://aisquare.studio/blogs/ai-agent-guardrails
- **Agent Observability: Why Traces Are Not Enough**: 2026-10-09, Omkar Shendge, Observability. https://aisquare.studio/blogs/agent-observability
- **Creating an AI knowledge layer on top of your project repository**: 2026-03-04, Zahwah Jameel, Engineering. https://aisquare.studio/blogs/ai-knowledge-layer-project-repository
- **Learn new developer tools faster by turning official docs into an AI mentor**: 2026-02-18, Zahwah Jameel, Developer Experience. https://aisquare.studio/blogs/docs-to-ai-mentor
- **How explainable AI reduces hallucinations in domain-specific systems**: 2026-02-03, Zahwah Jameel, Research. https://aisquare.studio/blogs/explainable-ai-reduces-hallucinations

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**Machine-readable AISquare**

- Site index for LLMs: https://aisquare.studio/llms.txt
- Agent instructions (when to use AISquare): https://aisquare.studio/agents.md
- OpenAPI specification: https://aisquare.studio/openapi.json
- MCP endpoint (Streamable HTTP, POST): https://aisquare.studio/mcp
- Sitemap: https://aisquare.studio/sitemap.xml
- Blog feed (RSS, full posts): https://aisquare.studio/blogs/rss.xml
- Any page on this site also serves markdown: append `.md` to its path (the homepage is `/index.md`) or send `Accept: text/markdown`.