About Knackline
We are an AI engineering company. Since 2019 we have built hard systems; today that work centers on agents, production RAG, enterprise AI platforms, generative BI, and observability.
How we operate
Diagnose before you decorate
A polished chat UI on broken retrieval is still broken. We spend time on failure modes, evals, and tool boundaries first.
Leave the system operable
Agents without traces are unfinished. Observability, review gates, and docs are part of the delivery.
Publish what we repeat
If we solve the same pain twice, it becomes a package or harness pattern. Open source is how we keep ourselves honest.
How we got here
- 2019
Knackline founded as a hands-on engineering practice.
- 2021
Strengthened technical leadership and delivery standards.
- 2022
Open-source journey began: packages and tools meant to outlive any single client project.
- 2023
Delivered tailored systems for startups across multiple markets.
- 2024
Deepened AI delivery work: agents, RAG pipelines, and intelligence layers for teams that needed production-grade systems, not demos.
- 2025
Continued focus on enterprise AI platforms, multi-agent harnesses, and operable production systems.
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