Background
AI

AI Code that looks like your team wrote it

Kyln's TaskForge is an AI-driven framework that transforms JIRA tasks into tested, documented, review ready code. Eliminate context noise, boost development velocity by at least 31%.

Code ~31% faster

Up to 70% on some tasks

From JIRA to Production

Complete development pipeline

Self-improving Memory

Evolves with every task

Basic prompting is not enough to code

0%

Just prompting fill an AI with only around 24% relevant context,
leaving gaps in what the AI needs to write quality code.

The result? Teams are frustrated with AI-generated code as it doesn't follow your conventions, architectural patterns and creates more technical debt than it solves...

Source: Internal research & observation at Amsterdam Standard
AI

From JIRA Task to Production-Ready Code

TaskForge is an AI framework that improves the quality of AI code. Specific to your project & requirements ensuring higher quality output, preserving team code style and faster development.

Phase 1 - Strategic Planning

TaskForge analyzes your task and creates a detailed implementation plan using project-specific context from your codebase.

Phase 2 - Focused Code Generation

Fully utilized context engineering to deliver exactly what your AI needs to finish it's task correctly.

Phase 3 - Automation & Documentation

Every solution includes comprehensive tests and documentation that match your existing standards.

Phase 4 - Continuous Learning

Our Knowledge Bank mechanism learns from code reviews and developer feedback, making each subsequent task more accurate and aligned with your team's preferences.

Ready to Boost Your Team's Velocity?

TaskForge is a straight forward framework that can vastly improves the quality of AI code. A one time environment setup and set of rules to follow is all it takes.

Let's meet online for free consultations and see how TaskForge context engineering can accelerate your development process.

Get in touch
Leopold van Oosten - Founder of Kyln / CEO of Amsterdam Standard

Leopold van Oosten

Founder of Kyln / CEO of Amsterdam Standard

Gideon van Kleij - Partnerships manager

Gideon van Kleij

Partnerships manager

Why does TaskForge work?

AI agents are not miracle mind readers. The better we feed their context, the better they will understand our requirements. This is why TaskForge matters.

Read our case study

Context Quality

How much relevant context does AI get?

TaskForge

up to 85% focused context with project-specific knowledge

OR

Generic Prompting

Generic context with missing data, AI guessing

Code Consistency

Does AI code match your team's style?

TaskForge

Matches team style, naming conventions, and architectural decisions

OR

Generic Prompting

Inconsistent code requiring refactoring before review

Learning Capability

Does AI learn from your feedback?

TaskForge

Knowledge Bank learns from code reviews and developer feedback

OR

Generic Prompting

Same generic responses with limited memory

Quality Assurance

Who handles testing & documentation?

TaskForge

Comprehensive tests and documentation included automatically

OR

Generic Prompting

Manual testing and documentation required

Performance Impact

What's the impact on development speed?

TaskForge

We've documented around 31-70% faster development

OR

Generic Prompting

Has the potential to slow down development

Discover Kyln AI Suite

Refactor Tech Debt with AI

AI-powered code refactoring that modernizes your legacy systems while your team continues developing new features. Eliminate technical debt, boost performance, and future-proof your architecture—all with near zero downtime.

Core

Learn what AI can do for you

Hands-on AI education through workshops, hackathons, and innovation sprints. Discover AI's potential for your business while building internal expertise. From strategy sessions to prototype development—learning by doing.

Studio

Add AI to your product

Custom AI development that integrates seamlessly with your existing systems. From intelligent chatbots to predictive analytics, we build bespoke AI solutions for your business needs and technical environment.

Forge
0%
Rewrite or refactor tech debt ~63% faster using our AI-Assisted Development Framework