Users may prefer transparency into background code for data transformations to verify correctness, rather than full abstraction, especially for critic...Show more

Introduce an application-layer abstraction via an MCP server to extend LLM context window capabilities by exposing custom querying and data-manipulati...Show more

Use iterative sessions feeding generated code back into ChatGPT/GPT Pro to maintain consistency and version control across multi-session development p...Show more

MCP's code mode dynamically generates scripts by inspecting provided tools, converting them to a TypeScript agent interface, and writing full code eac...Show more

Relying on the LLM to write fresh code each turn means consistency in behavior but not verbatim reproducibility, so teams must trust the model rather ...Show more

Defining all available LLM tools as a TypeScript interface (with typed parameters like browser, handle, dialog, output) guides the model to generate v...Show more

Use this demo for demonstration but avoid treating it as a primary agent in production, emphasizing the importance of robust, purpose-built deployment...Show more

Comparing the text payload load between a desktop client that fetches full MCP tool definitions and a web demo using TypeScript schema reveals signifi...Show more

A demo site hosted on Cloudflare at codemode.demos.build showcasing random MCP tools integrated with a finance API, allowing users to plug in their ow...Show more

Claude Skills uses a container with a mounted 'Skills' folder that holds shortcuts or pointers to MCP tools, enabling dynamic loading and discovery of...Show more

Bundle multiple MCP tool calls into a single script to execute in parallel and avoid the sequential wait-response pattern in native asynchronous execu...Show more

Convert list of MCP tool definitions from a containerized Skills folder into a TypeScript schema and execute generated code instead of relying on nati...Show more

Cameron Rohn signed up for Cloudflare’s Dynamic Worker Loader beta, hacked together a demo within two days, and updated his tooling before the public ...Show more

Most AI chatbots only simulate running code and review their output internally, which can mislead developers who assume the code has been executed liv...Show more

LangChain’s Agent Builder now includes code sandbox support for deep agent workflows using providers like Daytona Run Loop.

Anthropic’s Claude Skills comes with a pre‐attached container that can actually execute code snippets, aligning it with OpenAI’s Code Mode execution c...Show more

Cloudflare’s beta Dynamic Worker Loader enables embedding a V8 isolate inside another V8 runtime so AI agents can write and execute code in a secure s...Show more

Leverage isolated V8‐based containers or sandboxes (e.g., Dynamic Worker Loader) to safely execute untrusted AI‐generated code in production workflows...Show more

Cameron Rohn recounts that if he resets his Claude desktop without access to any MCP tools, the AI is basically worthless and he can’t accomplish anyt...Show more

Cameron Rohn: "this reduces the token usage from 150,000 tokens in this example to 2,000 at the time and cost savings of 98 point."