Agent-team setup
Roles (orchestrator, product owner, coder, designer, ops), bounded task cards, branch-and-PR-only rules, a human who merges.
Engineering consultancy · Papanduva, SC, Brazil
Planting seeds on the ground, creating code to the cloud
JGABRIELGRUBER.DEV: full-stack engineering, plus AI agent teams and dev loops that ship real software. A human approves every merge.
Get in touchLatest proof: WristBot — 23 PRs merged in two days, each verified on the real watch, every merge by a human.
§1Services
Dev loops on real hardware and infra
Narrow-tool MCP bridges (build, install, logs, screenshot; no shell) so agents can verify their changes before review. Cloudflare Tunnel + Access.
Grok Bot / Cursor rollout and full-stack delivery
Workspace rules, approval gates for deploys, spend and messages, and cost visibility. Also Python/Django/DRF/FastAPI, React/TypeScript and SAP Business One integration work.
§2Selected work
Case study · WristBot · wristbot.app
An agent team that ships a Wear OS app, verified on the real watch before a human merges.
A standalone Wear OS voice client for Grok Bot on the Galaxy Watch 7. Oct 15 by hand in Cursor → Oct 17 standalone base from my own architecture → Oct 18 agent team.
- PRs, Oct 18–19
- 23 merged of 28 opened, 3 repos
- Audio underruns
- 4.8 → 0 /min
- Cost, first version (Oct 15)
- $2.38 vs ~$100
- Latency, early
- 0.89 s p50 · p90 3.17 s
José merged every one.
On a 5.3-min real call. A playback regression was caught before merge.
$2.38 = my share of the $20/month Cursor plan by quota used. ~$100 = the same tokens at xAI API rates (estimate).
One call, not a benchmark.
Caveats: personal-only, 0 external users, 0 waitlist signups.
[PLACEHOLDER] link to full case study write-up
Featured project · Palm
Palm — my own engine.
Palm is a lightweight, Python-first orchestration engine built on a clean Behavior Tree foundation. It coordinates interactive wizards, data pipelines, and—over time—compute-heavy workloads with explicit contracts, durable state, and human-first tooling.
Also: DotProj · drf-addons-plus · bananenv (open source on GitHub)
§3How I work
- Design loop (mockups → pick) → task card → PR → verified on device through the bridge → hand-test → merge.
- Branch and PR only. No deploy, spend, messages or DNS changes without approval.
- Efficiency and quality over slop and speed.
§4Experience
- Jan 2024 – Feb 2025GreyLogixSAP API calls from 5 s to 0.5 s; page loads 60% faster.
- Apr – Jun 2023OSF Digital
- Jul 2022 – Mar 2023AgrinessAn endpoint from 2.23 s to 70 ms; Django upgraded from 2.2 to 4.1.
- Oct 2020 – Feb 2022VieliTech90% less downtime; 80% lower latency.
§5About
Independent since 2025, running a family farm (Fazenda Irmãos Gruber, since 2012) in Santa Catarina while building agent-driven tools.
Full-stack engineer: Python, Django, DRF, FastAPI, React/TypeScript, SAP Business One integration.
- Education
- BSc Software Engineering (Universidade do Contestado); MBA Project Management (UNOPAR); MBA Finance, Controlling and Auditing (Academy).
- Languages
- English, Portuguese.
- Based in
- Papanduva, Santa Catarina, Brazil