Search Umesh Malik's blog, fetch posts as Markdown, list topics, get his profile.
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Fetch the full Markdown of a blog post by its slug (as returned by search_posts), including frontmatter metadata. Returns clean, agent-readable Markdown.
Post slug, e.g. "rag-vs-fine-tuning-llms-2026".
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Fetch the full Markdown of a blog post by its slug (as returned by search_posts), including frontmatter metadata. Returns clean, agent-readable Markdown.
| Argument | Type | Description |
|---|---|---|
| slug |
| string |
| Post slug, e.g. "rag-vs-fine-tuning-llms-2026". |
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Post slug, e.g. \"rag-vs-fine-tuning-llms-2026\"."
}
}
}Get Umesh Malik's professional profile — role, experience, skills, projects and contact — as the machine-readable llms.txt index.
No arguments.
{
"type": "object",
"properties": {}
}List the curated topic hubs (Claude Code, MCP, AI Search, LLM Engineering, AI Coding Agents) with their URLs.
No arguments.
{
"type": "object",
"properties": {}
}Full-text search across Umesh Malik's blog posts (titles, summaries, tags). Returns matching posts with slug, title, URL, summary, tags and publish date. Use for topics like AI engineering, LLMs, RAG, Claude Code, fine-tuning, or web development.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Maximum number of results (default 10, max 30). |
| query* | string | Search terms. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"description": "Maximum number of results (default 10, max 30)."
},
"query": {
"type": "string",
"description": "Search terms."
}
}
}