Blog

Latest updates, tutorials, and insights from the TalkCody team

After MCP and Skills, TalkCody Completes the Universal Agent Puzzle with Custom Interaction UI

January 19, 2026•Kaisen Kang

Why universal agents are missing a key interaction puzzle piece, and how TalkCody uses Custom Tools to turn "intermediate UI" into a first-class capability.

AgentCustom ToolsMCPSkillsUI

TalkCody 3-Level Compaction Algorithm: Eliminating 'Token Anxiety' from Long-Running Development Tasks

January 4, 2026•Kaisen Kang

A deep dive into how TalkCody maintains efficient context management in long-running programming tasks through Prune, Rewrite, and AI semantic compression mechanisms.

context compactionperformance optimizationAI Codingtechnical architecture

3 Ways to Dramatically Reduce AI Coding Costs

December 30, 2025•Kaisen Kang

ChatGPT Plus subscription reuse + Coding Plan + 9 free usage methods to help you save over 70% of AI coding costs

Cost OptimizationAI CodingOpenAIFree Solutions

TalkCody Four-Level Parallelism: Redefining the Efficiency Boundaries of AI Coding

December 28, 2025•Kaisen Kang

An in-depth analysis of TalkCody's four-level parallel architecture, from project-level to tool-level, designed to maximize AI programming productivity.

Parallel ExecutionEfficiencyTechnical ArchitectureAI Coding

TalkCody 0.1.16 Released -- Chinese Support + Windows Optimization + Image Generation

December 7, 2025•Kaisen Kang

TalkCody 0.1.16 is officially released with comprehensive Chinese language support, Windows platform optimization, image generation, and many more features

UpdateCoding AgentAnnouncement

TalkCody Is Now Open Source

November 30, 2025•Kaisen Kang

The story and vision behind TalkCody going open source

Open SourceCoding AgentAnnouncement