Building Safe Agent Tools Over a Seat Map API
The dangerous version of seat-booking AI is one bookSeats call with a secret behind it. Typed, scoped tools with holds and an approval gate.
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Navin Sharma
19 articles
Articles by Navin Sharma
#bots#discord
Discord Bot Maker: Build an AI Bot With No Code (Paste Token, Add Tools, Go Live)
MEE6 and BotGhost are excellent for moderation and leveling. But if you need a Discord bot that queries your database, creates Stripe invoices, or looks up CRM records — that's a different category. Here's the discord bot maker that covers it.
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#bots#discord
Discord AI Bot: Build One That Queries Your Data and Takes Real Actions
Build a Discord AI bot that queries your database, calls Stripe or Zendesk mid-chat, and takes real actions — not just a ChatGPT wrapper. No code, 5-minute wizard.
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#bots#slack
How to Build a Slack Bot with AI and MCP Tool Access
Most Slack bots are notification pipes. This guide shows how to build a Slack bot that connects to real tools via MCP — querying live data, creating tickets, and running on every channel from a single bot definition.
12m
#ai-agents#coding
What Is an AI Coding Agent? How the Tool Layer Makes or Breaks It
An AI coding agent reads your repo, plans edits, runs tests, and opens a PR autonomously. The model is the easy part. Here is how MCP solves the tool-access problem that makes most coding agent setups break in production.
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#ai-agents#mcp
What Is an Autonomous AI Agent? How the Perceive-Reason-Act Loop Works
An autonomous AI agent uses an LLM to reason, call tools, observe results, and iterate toward a goal without human prompting each step. Here is how the loop works, what makes it safe, and how to build one.
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#security#ai-agents
AI Agent Security Risks: Exposed Instances, MCP Tool Permissions, and What Actually Fixes Them
42,000+ OpenClaw instances are exposed with no auth, plaintext credentials in config files, and unvetted MCP tools. Here are the real AI agent security risks — and the controls that fix them.
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#ai-agents#security
AI Agent Monitoring: Real-Time Activity Feed and Risk Levels with OpenClaw
My agent ran 47 tool calls today. Here is every one, risk-scored. Plus: why your audit trail must live outside the agent filesystem — and the 2-minute morning review workflow that keeps me sane.
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#ai-agents#mcp
What Is AgentOps? The Discipline That Makes AI Agents Production-Ready
AgentOps is the emerging discipline for deploying, monitoring, and governing AI agents in production. Learn the six components — permissions, observability, approval gates, audit trail, cost control, and workspace isolation — that make agents safe at scale.
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#ai-agents#security
AI Agent Guardrails: How One Accidental DELETE Changed How I Run OpenClaw
I asked my OpenClaw agent to clean up staging. It deleted 4,200 database rows instead. Here's the ai agent guardrails setup that made sure it couldn't happen again.
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#mcp#ai-agents
AI Agent Workspace Setup: How to Run 5 MCP Servers From One URL
18 config entries. 5 API keys in plaintext. 2 hours to onboard. Or: 1 URL, 1 token, and a workspace that handles the rest.
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#bots#ai-agents
AI Agent vs Chatbot: How MCP-Orchestrated Bots Cross the Line
The line between a chatbot and an AI agent is now mostly a question of how many MCP tools you wire in. Here's the real technical distinction — and why MCP-orchestrated bots cross it.
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#ai-agents#workflows
LLM Cost Optimization: How Confidence Routing Cuts Inference Bills by 80%
A practical guide to LLM cost optimization: confidence-based model routing, response caching, model tiering, and prompt token reduction. See the cost math for routing 100K queries per month across cheap, mid, and capable model tiers.
9m
#mcp#ai-agents
What Is an MCP Registry? How Hosted Registries Serve Every AI Client
An MCP registry is a catalog of Model Context Protocol servers. Hosted registries like Aerostack go further — they run 254 servers for you, handle auth, and serve every tool to Claude, Cursor, ChatGPT, and Gemini through a single workspace URL.
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#security#ai-agents
Your AI Agent Has Root Access — And That's an AI Agent Security Problem
AI agents can read, write, and delete anything you connect them to — yet most deployments have zero tool-level permissions. Here's what AI agent security actually requires, and how Aerostack enforces it.
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#mcp#ai-agents
MCP Gateway: One URL for 250+ MCP Servers (Set Up in 60 Seconds)
An MCP gateway replaces per-machine MCP config with one authenticated URL. Set up Aerostack in 60 seconds: 254 hosted servers, AES-256 encrypted credentials, token-based access, and full audit logging.
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#workflows#ai-agents
30 Workflow Automation Examples: How AI-Native Nodes Work in Practice
30 concrete workflow automation examples using AI-native nodes: agent loops, confidence routing, guardrails, identity gates, and parallel execution — all running on Durable Objects.
17m
#bots#tutorial
How to Make a Discord Bot That Actually Does Things (No discord.js, No Hosting)
Every tutorial shows you discord.js. Every no-code tool gives you preset commands. Neither can query your database. Here's how to make a Discord bot that's actually AI-powered — in 5 minutes of real work.
10m
#workflows#bots
Introducing Aerostack: Workflows, MCPs, and Intelligent Bots on the Edge
We built Aerostack because MCP configuration doesn't scale. Here's how we turned that into a platform where agents build infrastructure for other agents.
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