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.

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.

Discover, score, and summarize high-signal fans for a creator using web-agent discovery, Redis ranking, and voice access.

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".

Evaluate, score, and systematically improve prompts in the codebase. Identifies weak prompts, generates test cases, scores outputs, and proposes optimized versions. Use when the user says "improve this prompt", "why is the AI doing X", "eval my prompts", or "optimize the agent".

Run ProcureFlow AI — an agentic procure-to-pay copilot that goes from a voice or text sourcing request to a ranked supplier recommendation with AP validation in under 90 seconds. Use when you need to source a product, compare supplier quotes, or validate a procurement request end-to-end.

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.

Use when working in the Rabbit Hole repository to start Docker services, run the backend and frontend, verify Aerospike and Airbyte wiring, and recover the demo stack quickly before a live demo.

Build an AI-powered healthcare intake assistant with a lip-synced Anam avatar, LiveKit voice pipeline, and real-time form updates via RPC

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.

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.

Texas Hold'em poker intelligence — hand evaluation, pot odds, position strategy, and live player profiling for AI agents

Call the World Token Factory API to run geospatial risk assessments on any business. Decomposes businesses into operational steps, identifies risk factors, and runs multi-depth AI analysis returning structured risk tokens with failure rates, uncertainty scores, loss ranges, and cited evidence.

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.

Build a complete, self-healing knowledge base for any company using Senso

Build a complete, self-healing knowledge base for any company using Senso