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NUKE — hero
In-House AI Agent2025

NUKE

The Gap
Running a small AI company means wearing every hat. At some point the hats start dropping, and hiring eats the runway before the business can hold the weight.
Challenges
Off-the-shelf AI assistants don't know our business, our voice, or our pipeline. A generic agent burns tokens without producing anything useful, and the hours you spend correcting it cancel out the hours it saved you.
What We Built
Nuke is our in-house AI agent, built on a proprietary agentic framework with persistent semantic memory and a native multimedia stack. It's wired directly into Gmail, Calendar, Notion, iMessage, Telegram, and our own pipeline, nine native channels in total. It handles lead enrichment, cold outreach, email automation, blog drafts, image generation, and video production. It doesn't guess. It runs the playbook we gave it.
The whole operation on one screen.
Dashboard

The whole operation on one screen.

Every morning Nuke briefs you: curated industry news, last night's completed tasks, today's schedule and priorities, prospects waiting on approval, even the weather. The command center for a company run by one person and an agent.

A CRM that works the pipeline for you.
NukeForce

A CRM that works the pipeline for you.

10.5 million US business records, scored and queued. Nuke runs the outreach cadence, logs every call outcome, moves prospects through the funnel, and reschedules the next action on its own. You close the deals; it handles the busywork.

Message your team and your agent in one thread.
Nuke Teams

Message your team and your agent in one thread.

A built-in messaging layer where the team and Nuke talk side by side. Drop a request in the thread and the agent picks it up, runs the workflow, and reports back. Real-time translation is built in, so the team can work from anywhere.

The entire system in your pocket.
Mobile OS

The entire system in your pocket.

Everything Nuke does, on the phone. Your morning brief, curated intelligence, chat, and team threads, all there the moment you wake up. Stay in command from anywhere, no laptop required.

Every asset Nuke makes, in one library.
Multimedia

Every asset Nuke makes, in one library.

Nuke writes the brief and produces the asset: brand-consistent images, video, and audio trained on your voice. The media library keeps every file it has generated in one place, ready to ship. Create, organize, deliver.

Inside the build
01

Agent Framework

50 API routers, 165 services, and 23 tool handlers dispatched through a singleton registry. Advanced Tool Use pattern drops token spend ~95% versus naive loops. A Convergence Engine aggregates cross-domain signals and emits action cards in real time.

02

Persistent Memory

PostgreSQL + Hindsight dual-write, dual-recall. Every conversation writes to both stores; every query merges structured facts with semantic recall. Nuke doesn't start over when you do.

03

Native Multimedia

Character pipeline trains custom LoRAs on fal.ai, then generates brand-consistent images (FLUX 2 Pro) and video (Kling, Veo, Minimax) on demand. The output inherits our voice the same way the text does.

04

9 MCP Integrations

Gmail, Calendar, Drive, iMessage, Telegram, Notion, Filesystem, Playwright browser automation, and Sequential Thinking, all accessible through one unified tool dispatch layer. New surfaces plug in without a refactor.

9
Native channel integrations
~95%
Token reduction vs naive agents
Memory horizon (PG + Hindsight)
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PROJECTS