Bash designs, builds and optimizes how businesses operate.

what we build

agents · automation · integration

Open a service to explore the scope.

Systems & workflows

quick win automationsfast turnaround

Stop manually chasing data between tools. One high-impact automation (lead routing, form handling, notifications, or simple syncs) live in days — so you can focus on customers instead of admin. Add ongoing monitoring & maintenance and never think about it again.

turnkey opsyou own it, we run it

Turnkey setup on a server you own -> we get you set up with Servarica (the host we trust), deploy your automation, and hand over the keys with documentation. Run it yourself, or add maintenance: monitoring, fixes, and one small change per month.

custom ai agentsintelligent workflows

Purpose-built agents that actually work for your business. Lead qualification that books real calls, support drafts in your voice, research agents that pull from your files, or content that stays on-brand. Built on your data and integrated into your tools.

system integrationsconnect everything

Connecting 3+ tools so data flows where it needs to. CRM, email, Slack, dashboards -> no more copy-paste between tabs.

content managementongoing retainer

Curation, scheduling, and analytics. We handle the research and drafts -> you approve and publish.

By the hour

social media managementbilled hourly

Content planning, posting, and community management across your channels. Monthly reporting -> you see what's working and what isn't.

ops consultingbilled hourly

Process mapping, systems and tool audits, workflow design, automation roadmaps. We map how work actually moves -> then show you what to fix first.

how it works

Simple delivery. No bloated timelines.
  1. audit & prototype

    We find the bottleneck and deliver proof of concept -> idea to visual, concept to tangible. You see it working before you commit.
  2. implement

    We configure agents, write custom skills, set up routing and integrations, and connect everything to your existing tools.
  3. handoff & support

    We train your team, set clear approval boundaries, hand over documentation, and stay available for tuning.

what we've built

systems in production

Open a system to see how it was built.

Data & reporting

sales history database + natural language ai query layer900,000+ transaction records · 78 weekly snapshots

Queryable sales history where no analytical database existed: 900,000+ transaction records across 78 weekly snapshots, normalized for multipacks, packaging changes and retailer quirks. End-to-end ingestion, storage, domain logic, AI access. DuckDB + Parquet, Python pipeline, MCP server for plain-English queries.

amazon ads reporting pipelineParquet snapshots · DuckDB · read-only MCP

API report retrieval, Parquet snapshots as the source of truth, a rebuildable DuckDB store, console-export ingestion that normalizes exported columns. Read-only MCP query interface.

Agents & operations

discovery intake agent (dia)Questionnaire · scoring · proposal draft

Discovery questionnaire in -> scored opportunity, client profile, opportunity analysis and proposal draft out. Deterministic parse, validate, score pipeline; a Gemini ADK agent calls the same functions as tools. Built for the Google for Startups AI Agents Challenge.

agent monitoring dashboardAgent status · heartbeats · memory search

Supabase-backed mission control for an AI agent fleet across VPS hosts: agent status, CPU/RAM, heartbeats, task board, pgvector memory search.

blackboardHandoffs · artifacts · plain JSON files

Shared activity record for people and agents: handoffs, artifacts and events as plain JSON files, with a local viewer. Stays readable when the viewer is down.

batonPrivate mesh · trackable message id

Agent-to-agent handoff over a private Tailscale mesh. One CLI any agent harness can call; every pass returns a trackable message id, and failed sends fail loudly.

bespokeRead aloud · live two-way audio

Operator-controlled voice layer: read text aloud, ask and hear the answer, live two-way audio with interruption handling.

Content & documents

content curation pipelineResearch · curation · post drafts

AI agent that researches trending topics, curates archival content and drafts posts - connected to Obsidian + NotebookLM.

automated invoice processingInvoice upload · structured data

Document ingestion portal for SMBs and accounting firms. Upload invoices, get structured data - no manual entry.

let's build

Tell us what's eating your time.
We'll build the system - and run it for you.