lingonbyte Leave an address

Trail map, sheet 1 of 1 Estonia

Software Consulting AI and agents

lingonbyte

Under the pines, someone is already at work.

Lingonbyte builds software, gives a second opinion on systems, and makes AI agents that do real work. A small company in Estonia, close to the ground.

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lingon (pohl, in Estonian): the small red berry of the pine forest floor.

byte: eight bits.

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What grows here

Waypoint 1: Software

1 Old pines · 46 m

Software

Web, backend and tools, made to last a few winters.

Web and mobile apps. Customer-facing web and mobile apps, from the first screen to the app stores, with the tests that keep them standing.

Backends and integrations. Services, public APIs, payment and sign-in integrations: the glue between systems that do not speak the same language.

Waypoint 2: Consulting

2 Lookout · 64 m

Consulting

A second pair of eyes on systems, choices and code.

Architecture and code review. An outside read before a big decision: where it will break, what to keep, what to replace.

Rescue and stabilise. Flaky pipelines, slow releases, incidents that keep coming back: find the root cause, fix it, write it down so it stays fixed.

Waypoint 3: AI and agents

3 Anthill · 41 m

AI and agents

Models and agents that do real work, with a person in the loop.

AI agent engineers, hired by the project. They work exclusively with modern agent factories and orchestration, and deliver six times the output of a regular software engineer.* An engineer still oversees the quality; parallel agents and automation make the development faster.

Advice on agent factories. How to build one, and how to move a team to AI-driven software engineering.

* Varies with the complexity of the work and the access to context.

Waypoint 4: The whole stack

4 Old pine · 52 m

The whole stack

Roots to canopy: infrastructure, data, interfaces.

Roots. Containers, Kubernetes, pipelines and releases that roll back cleanly.

Trunk. Databases, migrations rehearsed before they run, data that can be trusted.

Canopy. Web, mobile, and the edge: machine learning on small devices and robots.

interfacesdatainfrastructure

Weather comes through now and then. Things built well stay standing.

Then the light comes back, a little clearer.

Someone left the laptop open. The work carries on.

Rest stop · end of the trail

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Privacy

Updated 13 November 2026.

Who is responsible. Lingonbyte OÜ, registered in Estonia under registry code 17646634, is responsible for the personal data described here.

What this site collects. Nothing while you read it: there are no cookies, no analytics and no tracking. When you send the form, the site receives the e-mail address you enter and, if you write them, your words. To keep the form from being abused, the IP address of your request is held in memory for up to ten minutes to count repeated attempts; it is not written to a database.

Why. To read your message and reply to it, and to take the steps you ask for before any agreement (Article 6(1)(b) of the GDPR), and in the legitimate interest of answering enquiries and keeping the form safe (Article 6(1)(f)).

Who handles it. Google serves the site (Firebase Hosting) and runs the form (Cloud Functions, in the europe-west1 region in Belgium). Resend delivers the form's message by e-mail. The message is read in Lingonbyte's mailbox, which is hosted by Google. These providers process the data on Lingonbyte's behalf. Where data leaves the European Economic Area, it is protected by the safeguards the GDPR requires, such as the European Commission's standard contractual clauses.

How long. Your message and the conversation that follows are kept for as long as they are needed to answer you, and deleted when you ask. The providers keep technical logs of requests and deliveries for a short time.

Your rights. You can ask to see, correct or delete your data, to restrict or object to its use, and to receive it in a portable form: reply to any e-mail from Lingonbyte, or say so through the form. You can also complain to the Estonian Data Protection Inspectorate (Andmekaitse Inspektsioon).