AI Agents & Tooling
Tiered model stacks, tool calling, guardrails, and eval loops—built for outcomes.
- Orchestrators + specialist agents
- Prompt hygiene + regression tests
- Cost controls + telemetry
Ignite → Build → Ship
We build practical AI systems that turn chaos into automation.
[Sparkpit Labs](chatgpt://generic-entity?number=1) is a product lab focused on lean, reliable deployments: agents, pipelines, dashboards, and launch-ready sites—built to run.
24/7
automation mindset
Fast
ship cycles
Clean
infra + observability
Agents
Tiered models + tools, designed for reliability.
Automation
Cron/timers, Sheets workflows, dashboards.
Launch
Web, CI/CD, rollout plans with rollback.
What we do
High-leverage engineering: from prototype to production with calm, measurable systems.
Automation Pipelines
Nightly jobs, trackers, content drafts, health checks—fully observable and stable.
- systemd timers / cron
- Sheets & dashboards
- Alert routing & runbooks
Production Rollouts
CI/CD, images, deployments, backups, and rollback commands—no heroics required.
- GitHub Actions pipelines
- Docker builds + versioning
- Rollback-first deployments
Products
Shipping focused tools. Here’s what’s in the pit right now.
In progress
Datawipe
Production-ready workflows and automation scaffolding built to scale.
Staging
Sparknition
Automations + agent workflows with logging, health checks, and memory digests.
Coming soon
Launch Kit
Landing pages, email capture, and deployment templates—ship in a day.
About
A small lab with a bias for shipping. Clear goals, clean systems, repeatable wins.
Principles
- ✓ Reliability beats complexity
- ✓ Measure everything that matters
- ✓ Default to automation
- ✓ Keep costs and scope disciplined
What “Sparkpit” means
A controlled ignition point: where ideas become systems. The pit is hot—but the process stays calm.
Want a custom build or partnership? Reach out and we’ll keep it simple.
Let’s build.
Fast conversations, clean plans, and production-minded execution.
If hello@ doesn’t exist yet, we’ll keep support@ as the main inbox for now.