Blog
Thoughts, stories, and updates that shape our journey.
More Flexibility, More Control — Introducing Eco Mode, BYOK, and Updated Pricing
Verdent is evolving beyond a credits-only system. With the introduction of Eco Mode, BYOK, more cost-efficient PAYG pricing, and updated subscription credits, you now have more flexible ways to control cost, extend usage, and keep working without interruption.
Why Strong Coding Models Fail at Real Software Engineering — and How to Fix It
A 14B model acing coding benchmarks solves only 2.8% of real engineering tasks. SEAlign, our ICSE 2026 Distinguished Paper, shows the bottleneck is behavioral misalignment — and fixes it by training models to make better decisions at critical points, boosting performance to 21.8% on SWE-bench Verified.
Verdent: Your AI-native Partner
Think together. Work in parallel. A new way to build software.
Introducing Verdent 1.5.0
Verdent 1.5.0 delivers clearer planning, safer isolation, and faster multi-agent execution.
Gemini 3 Pro vs Sonnet 4.5
A snapshot of Gemini 3 Pro vs. Sonnet 4.5 on real coding prompts. Ready to try in Verdent.
Gemini 3 Pro is now available in Verdent
Experience Google's latest AI coding model in Verdent: smarter reasoning and large-project support
SWE-bench Verified Technical Report
Leading the field with 76.1% single-attempt resolved rate on SWE-bench Verified.
What impact will AI have on the software industry?
Transforming software engineering: from code assistance to AI-native infrastructure.
How do we see the four levels of AI SWE?
Turning AI coding from helper to powerhouse across the entire software lifecycle.