Published 12 May 2026
Duration: 00:19:23
Explores modernizing terminal-based development with open-source tools like *Rich* and *Textual*, introduces *Toad* for polished AI-powered terminal interfaces, and addresses challenges in blending AI with traditional commands, token costs, context management, and external agent integration.
This interview was recorded for GOTO Unscripted. https://gotopia.tech Will McGugan - Creator of Toad & the Python Packages, Rich, Textual & PyFilesyst...
The podcast explores innovative approaches to software development through discussions with experts, emphasizing practical strategies, theoretical insights, and inspiration for addressing current challenges and advancing technology. A key focus is on modernizing terminal-based interfaces, particularly in agentic coding tools, where existing solutions are criticized for being outdated and unpolished. The interview highlights Will McCoggans work, including the widely adopted Rich library for terminal applications and the Textual framework for GUI-like interfaces. His new project, Toad, aims to address these shortcomings by creating a sleek, terminal-based UI for AI-powered coding tools, featuring prompt editing, markdown rendering, syntax highlighting, and compatibility with multiple AI providers through the Agent Client Protocol. The project underscores the need for improved developer workflows that integrate traditional shell commands with AI-driven tasks, merging productivity and flexibility.
The discussion also covers AIs role in software development, noting its efficiency in repetitive, well-defined tasks but its limitations in handling novel or creative challenges. Future plans for Toad include supporting multiple AI agents within a unified interface and enabling custom agent integration via API or adapter tools. However, the projects functionality remains constrained by external agents, requiring users to rely on their development and maintenance. The importance of token management and context window efficiency is acknowledged, along with predictions of rising AI token costs as the market matures. Contributions to Toad are encouraged through prior discussion in project forums, with direct submissions discouraged to avoid conflicts during rapid development cycles.
19 Jun 2026 Continuous Delivery in a World of Constant Change Abby Bangser & Dave Farley
Continuous delivery principles, AI's challenges in code generation, and the necessity of incrementalism, rigorous testing, and human validation in software development are emphasized, alongside critiques of AI's lack of precision and the push for structured validation in high-stakes systems.
16 Jun 2026 Go for Java Programmers Barry Feigenbaum & Shon Saliga
Go emphasizes simplicity, concurrency, and efficiency for lightweight applications through explicit error handling and goroutines, while Java offers a feature-rich, object-oriented framework with extensive libraries and inheritance for complex, general-purpose systems, each suited to distinct development priorities and domains.
12 Jun 2026 Engineering Leadership in Turbulent Times Sarah Wells, Pat Kua & Daniel Terhorst-North
The text contrasts technical leadership and management, highlighting leadership's emphasis on vision and team alignment with management's focus on systems and accountability, while exploring change strategies, frameworks like the "Three Threes Model," challenges in technical debt and cross-functional alignment, and the role of communication, culture, and adaptability in fostering innovation.
9 Jun 2026 Modern Concurrency in Java Bazlur Rahman & Michael Redlich
Modern Java concurrency explores the shift from traditional threads to virtual threads (JDK 21) and structured concurrency, emphasizing scalability for I/O-bound tasks, task management simplification, limitations in CPU-bound work, comparisons with reactive programming, adoption challenges, and the book's unification of knowledge around Project Loom and scoped values for intermediate developers.
5 Jun 2026 Roc & Zig: A Compiler Rewrite Story Anjana Vakil & Richard Feldman
The text covers Rock's evolution as a simplified, statically typed alternative to Elm with a Zig-based compiler, AI's expanding role in software development beyond automation, open-source challenges, education's shift toward conceptual understanding, and the tension between rapid AI-driven productivity and quality-focused project development.