A closer look at the work.

Products, runtimes and tools. Current work leads; the archived coding application remains available with its relationship to Knolume Runtime made explicit.

6 case studies

Knolume

AI products

Interview and Finahead, connected by a shared platform without merging their data.

A private multi-product AI platform powering Interview and Finahead, with shared account access and agent execution while keeping product data and workflows isolated.

Watch two product walkthroughs and read how the products keep their workflows and data separate.

React
TypeScript
NestJS
PostgreSQL

Read case study Explore Interview Explore Finahead

Two product journeys

Shared account access

Interview / Finahead · separate journeys

Product-owned data & sessions

Shared execution · Separate product boundaries

Knolume Runtime

Agent systems

Reusable agent execution without baking product policy into the library.

A public TypeScript library for agent runs, tools, context, memory, retrieval, guardrails and sub-agents. Host applications provide models, tools, identity and product policy.

Inspect public source, a deterministic example and the versioned v0.4.0 release.

TypeScript
AI SDK
Tool calling
Guardrails

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Composable agent runtime

Host model & policy

Agent loop & context

Tool execution & approvals

Guardrails · traces · recovery

Public library · Product decisions stay in the host

Agent OS

Agent systems

Keeping agent work moving across tools, people and sessions.

A persistent orchestration layer for Claude Code and Codex. Coordinate agents, workspaces, approvals and scheduled execution from Feishu / Lark.

Watch an 84-second recorded task, from dispatch to a follow-up in the same native session.

TypeScript
Claude Code
Codex
MCP

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Agent orchestration

Feishu / User

Dispatch · Session · Approval

Workspace & engine adapters

Claude Code / Codex

Persisted sessions · Explicit approvals

RAGOps Studio

Retrieval

An answer with sources you can actually inspect.

A full-stack knowledge system with inspectable hybrid retrieval, governed document versions, tenant-aware access and source-grounded answers.

Try local retrieval, inspect every stage, and compare a reproducible 24-query evaluation.

React
TypeScript
FastAPI
LangGraph

Read case study Try retrieval Source

RAGOps Studio workspace with a synthetic document library, citations and retrieval trace — RAGOps Studio · Local deterministic workspace

TestKit

Verification

A clear path from requirements to evidence.

Reusable Agent Skills and deterministic verification workflows that connect requirements, TestSpec, execution, defect regression and acceptance evidence.

Explore the evidence workflow, including the conditions that keep an acceptance result open.

Agent Skills
Python
TestSpec
Arazzo

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Verification workflow

Requirement

TestSpec

Execution → Evidence

Regression (if needed) → Acceptance

Agent Skills · Deterministic validators

Coding Agent

Agent systemsArchived

An archived coding application and the predecessor to Knolume Runtime.

An archived TypeScript coding-agent application with CLI, Feishu and scheduled-task entry points. Its reusable core continues as the separately maintained Knolume Runtime library.

Trace the historical application and the extraction into the current runtime library.

TypeScript
AI SDK
Tool calling
MCP

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Agent execution

Input checks & context

Model–tool loop

Validate → Authorize → Execute

Output checks & trace

Shared tool boundary · Run-scoped cancellation