Understand this story
On November 2, 2026, Philipp Schmid put forward the judgment that Agent tool invocation is moving from a small number of tools and dynamic tool search toward folding everything into Code Mode. He wrote an article explaining how Code Mode works, why a typed JS/Python sandbox can outperform bare bash, and why MCP will make a strong comeback in 2027, and he included a minimal example of Gemini 4 Argon. The next day, a report further summarized his views: the model receives only a single exec(code), and within a TypeScript/Python sandbox it strings together queries, filtering, modifications, and parallel operations, with most intermediate results not entering the context; in implementation, the tool catalog is compiled into compact type declarations, text()/image()/audio() control which outputs enter the next round, and store/load keep state in host memory. The report also stated that Pi, Factory Droid, OpenAI Codex, and others already default to or support Code Mode, and that after Factory switched, Terminal-Bench 4 accuracy was about +3.5 and model cost was about -15%.
AI-generated from public reports
Latest development · Report
Philipp Schmid on Agent tool calling shifting to Code Mode: exposing only one execDevelopments
1 confirmed developments
Reports and discussion timeline
Browse reports and discussion by time. Their evidence levels remain distinct.
Nov 3
Shao Meng
Philipp Schmid on Agent tool calling shifting to Code Mode: exposing only one exec
Philipp Schmid proposes that Agent tool calling is converging from one JSON action per turn to Code Mode, where the model receives only one exec(code), chaining queries, filtering, modifications, and parallel operations within a TypeScript/Python sandbox, with most intermediate results not entering the context. In implementation, the tool catalog is compiled into compact type declarations, text()/image()/audio() control which outputs enter the next turn, and store/load keeps state in host memory. The article states that Pi, Factory Droid, OpenAI Codex, and others already default to or support Code Mode; after Factory switched, Terminal-Bench 4 accuracy was about +3.5 and model cost about -15%.
Nov 2
Philipp Schmid
Philipp Schmid on Agent Tools Converging into Code Mode
Philipp Schmid raises the question: will agents soon be left with only one tool? He notes that the industry has gone from a small set of tools, to dynamic tool search, and now to converging everything into Code Mode. In his article, he explains how Code Mode works, why typed JS/Python sandboxes beat bare bash, and why MCP will make a strong comeback in 2027, along with a minimal example using Gemini 4 Argon.
Heat trend for this story
- Current
- 11
- Period peak
- 17 Nov 3 10:00
- 24-hour change
- —
Move the pointer or select the chart to inspect hourly heat. Use the left and right arrow keys with a keyboard.