The team

Small, senior, and publishing its work.

Two engineers sit inside your delivery system during an engagement — not a bench of juniors behind an account manager. What we can do is visible below, in code rather than in claims.

What we actually build

01

Voice agents in production

Inbound and outbound agents that answer a real number, qualify, book and escalate, then write the outcome back into the system of record. Nine days to a first live call is typical.

AIVoiceBot, realtime-transcription, voiceover

02

Agent tooling and MCP

Model Context Protocol servers and multi-agent frameworks that give models controlled access to internal systems, rather than a chat window bolted onto a product.

mcp-linkedin-server, CampaignGPT, Hive-Standalone-Specs

03

AI-assisted delivery

The tooling we use to run our own engagements, published openly. This is the practice behind the readiness assessment, not a slide about it.

maggy

04

Applied automation

Sales development, proposal generation, crawling and data extraction — the unglamorous automations that remove a manual step and can be measured the week after.

reachgenie, SmartProposals, dynamic_crawler

Open source

Read the code before you hire us.

Public repositories from github.com/alinaqi, ranked by use. Updated hourly.

The fastest way to judge us is half a day of our time.

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