SQL turns sparks into systems.
The lab pattern is simple: capture the idea, map the workflow, generate the visuals, wire the automation, verify the live surface, and keep a rollback path. This is the Squirrel Labs operating loop.
Squirrel Labs — SQL — is the build bench for practical AI systems: agent workflows, automation maps, deployment loops, generated media, field intelligence, and operator-safe tools that move from idea to working system.
The lab pattern is simple: capture the idea, map the workflow, generate the visuals, wire the automation, verify the live surface, and keep a rollback path. This is the Squirrel Labs operating loop.

A live lake-and-weather intelligence system with recurring almanac refreshes, deployment checks, and practical fishing-day guidance.
open FishRadar workflow diagram →
Inventory monitoring, Instagram updates, selective deployment, and live verification for a retro electronics storefront.
open APD workflow diagram →
Creative QR blending, ComfyUI model management, image pipelines, validation loops, and visual experiments that still have to scan.
SQL turns loose ideas into working, reviewable systems: public pages, scheduled jobs, generated media, deployment scripts, memory routines, and human-safe automation.

Prompt systems, memory files, cron tasks, agent handoffs, and repeatable work patterns that keep complex projects moving.
AI agents, scheduled monitors, image generation, web deployment, QR validation, backup maps, file hygiene, and practical review loops.

Cron-driven checks, quiet success paths, alerts only when useful, and deployment routines that keep pages fresh.

Daily chalk-style positive publishing with gallery updates, image rendering, email-ready layouts, and no-repeat quote discipline.

Backup consolidation, dedupe, storage audits, model inventories, and clean project structures so the lab stays navigable.
Squirrel Labs is where useful experiments become maintained tools: web properties, automation monitors, image systems, practical AI workflows, storage hygiene, and project memory that survives the next session.