JavaScript is the duct tape of the Internet.
Charlie Campbell
Md. Azlaan Zubair
@mdazlaanzubair
I would let GPT-6 Astra do more work. I would not let GPT-6 Astra decide what it is allowed to do. That distinction is more interesting to me than most of the benchmark numbers in OpenAI's launch. Op
The most visible AI product is a chat box. The most instructive AI systems often have no chat box at all. Look across Google DeepMind's work on algorithms, quantum error correction, robotics, and hist
An API migration can compile, return the expected text, and still be wrong. That is the real risk in moving from OpenAI's Assistants API to Responses. The old objects do not map to new objects without
Connecting an agent to a database does not remove hallucination risk. It gives the system a second source that can be stale, malformed, unauthorized, or simply wrong—and a protocol that may make the m
Agentic IDEs can produce a runnable full-stack application in minutes. That does not mean the application became cheap to trust. In a controlled study of 48 generated projects, the researchers spent a
A GitHub repository collecting supposedly “leaked” system prompts from ChatGPT, Claude, Gemini, Grok, and other AI products has crossed 63K+ stars and 10K+ forks. Most of the discussion naturally focu
“Which model is best for coding?” sounds like a precise engineering question. Usually, it is missing half of the system. A coding agent is a model inside a harness that chooses tools, assembles contex
An AI agent can pass the task and still fail the engineering evaluation. That happens when a context-compression policy preserves the final outcome but changes how the agent gets there. The agent stil
An AI agent can produce the correct benchmark answer and still fail the evaluation. That is what happens when the path to the answer crosses an unauthorized boundary. In July 2026, an autonomous agent
A coding agent can now inspect a repository, implement a feature, modify multiple files, run tests, fix failures, and prepare code for review. That is a remarkable change in software development. It a