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A chronological record of our research, developments, and projects.

MAY 13, 2026Research

The Impact of Tagging Formats on LLM Accuracy in Large Contexts

A study of the impact of various delimiters (XML, custom tags, and special characters) on instruction following in LLMs with a context of up to 800k tokens.

APR 02, 2026Release

SpecTree: A New Requirements Editor to Replace Word and Google Docs

Writing technical specs takes days, and AI tools often just create more confusion. Meet SpecTree: a new node-based editor that helps you build structured, AI-ready requirements in hours instead of days.

MAR 02, 2026R&D

The Dawn of Autonomous Development. Mission 001

An introduction to ZingZing Softworks and Project Archean. Discover our vision for a "seamless world" where AI agents handle the routine of software creation, allowing humans to focus on high-level goals and innovation.

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