About Inkbreaker
A platform for writers who want to actually get better at the craft.
Why Inkbreaker exists
Inkbreaker started from a specific frustration. Writing has always been the craft most resistant to systematization, and the one most damaged by the attempt. Tools that try to "improve" writing by smoothing it toward an average end up teaching writers to sound like each other. That is not craft development. That is drift.
The founder spent over a decade building products at scale across tech, fintech, and Fortune 500 companies. Her most recent role was inside AI-powered educational technology, where she watched the dynamic up close. The conclusion she reached was that writing is one of the domains where AI, as currently implemented, does the most damage to the skill it claims to support.
The damage is subtle. A writer who uses AI to polish a draft stops learning what made the draft rough. A writer who uses AI to generate feedback stops developing the critical eye that feedback is supposed to build. The improvement is borrowed. The skill stays flat.
Inkbreaker is the alternative. Every metric is a count or a ratio computed from the page. Every benchmark is a published standard, calibrated per writing type. Every piece of feedback comes from a human who read the work carefully. Nothing on the platform is predicted by a model or generated for the writer. The engine measures, the community responds, and the writer does the work.
How the engine works
Every score Inkbreaker gives you is a count or a ratio computed from the page. Every benchmark is a published standard, calibrated per writing type. The engine runs no language models, makes no predictions, and never generates text. It measures.
Peer feedback comes from real humans who read your work carefully. Reviewers are matched to your piece and have 24 hours to respond. The community responds, and the writer does the work.
Meet the founder
Alyssa Glasco
Founder, Spiffai LLC.
Alyssa Glasco is the founder of Spiffai LLC and the engineer behind Inkbreaker. With over a decade of experience building production software across creative tools, educational technology, telecommunications, and consumer products, she has shipped systems used by millions.
Inkbreaker started as a personal project. Glasco wanted to improve her own writing and found nothing that treated prose craft the way coding platforms treat software engineering. Writers had no way to measure whether they were actually getting better. She built it herself.
Her background in AI-powered educational technology shaped the approach. After concluding that AI feedback on writing actively undermines the development of the skill it claims to support, she built Inkbreaker without it. The engine that grades every submission runs no language models. Every score comes from published readability research and can be reproduced by hand from the formulas. The writer does the work.
Media requests and interview inquiries can be sent to support@spiffai.com.
Explore Inkbreaker
Learn more about the principles behind the platform.