Package and deploy an AI agent to production with logging, tracing, and health checks. Supports TrueFoundry, Modal, Railway, Fly.io, and containerized deploys. Use when the user says "deploy this agent", "put this in prod", "containerize my agent", or "add observability".

It monitors 1000+ agents's interactions

Work on the liquor_store_agentic_monitor hackathon demo — agentic multimodal retail POS monitoring (mock CV/ASR + POS fusion), Streamlit UI, policy tuning, segments JSON, webhooks, deploy.

A comprehensive collection of agent skills for managing TrueFoundry platform operations — deployments, secrets, access control, AI gateway, guardrails, logs, MCP servers, prompts, and more.

the best framework to build agent for claude code.

Ambient stress detection agent that monitors developer fatigue via webcam and autonomously takes over GCP Cloud Shell or browser tasks when stress threshold is crossed. Powered by Gemini 3 Flash vision, Railtracks orchestration, and Augment Code codebase context.

Autonomous agent that turns customer signals (emails, calls) into engineering actions across Jira, Notion, and Slack — zero human intervention.

Guides agents through autonomous ManiSkill and VSLAM evaluation, tuning, verification, memory storage, and summary writing using the Autolab MCP server and repo tooling.

Build self-improving runtime security for autonomous AI agents — intercept actions, dispatch adversarial investigators, generate evolving scoring rules, and enforce deterministic block decisions with no LLM in the enforcement path.

Voice AI agent skills and MCP tools for Bland AI. Make phone calls, manage personas, knowledge bases, pathways, and more. Use when the user wants to build, test, or manage AI-powered phone agents.

Autonomous product feedback monitoring agent. Ingests signals from GitHub, reviews, Slack. Learns what matters to you. Calls you when it's critical. Gets smarter with every interaction.

Voice AI agent skills and MCP tools for Bland AI. Make phone calls, manage personas, knowledge bases, pathways, and more. Use when the user wants to build, test, or manage AI-powered phone agents.

Autonomous multi-source security intelligence agent. Scans GitHub PRs for vulnerabilities using cross-source context from Slack and codebase architecture. Finds risks that single-source scanners miss by correlating data across tools.

Autonomous incident response and self-healing codebase agent. Use when building SRE automation, incident pipelines, error detection, auto-remediation, or production monitoring systems. Covers the full lifecycle from error ingestion to diagnosis, fix generation, approval gating, phone escalation, and deployment.

ClawMax adapter for Senso ingestion. Use this when agents need to ingest files, screenshots, notes, or raw text into Senso using consistent ClawMax naming, foldering, verification, and handoff patterns for hackathon templates.

ClawMax adapter for Senso retrieval. Use this when agents need cited answers, verified chunks, or content discovery from Senso with output formatted for ClawMax triage, routing, and workflow handoffs.

Add voice AI to an app — inbound/outbound phone calls, voice agents, or speech-to-text/text-to-speech pipelines. Supports Bland AI, ElevenLabs, Deepgram, and Web Speech API. Use when the user says "add voice", "make it speak", "phone call feature", or "voice agent".

Build and configure an AI-powered phone hotline for loan support using Bland AI, Auth0, and Senso. USE FOR: setting up AI phone agents for lending, creating voice-based loan support systems, integrating Auth0 passwordless OTP with Bland AI voice agents, connecting Senso knowledge bases to phone call workflows, building fintech customer service hotlines. NOT FOR: general web app development, non-voice chatbots, or projects unrelated to phone-based loan support.

Build or improve multimodal meeting copilots that watch the screen, listen to audio, use Railtracks for agent workflows, and use Assistant UI for live chat.