CODECHECK is a process for independent execution of computations underlying scholarly research articles.
metacraft-labs/codetracer
CodeTracer is a user-friendly time-traveling debugger designed to support a wide range of programming languages.
How Do Scientists Use Claude Code?
Measuring Claude Code adoption among 16,000 scientists on GitHub
The Metacheck Manual
A guide to Metacheck, an R package providing a module based tool for checking scientific manuscripts and data repositories for best practices using text search, R code, and optional LLM queries.
Code Repository - Git Source Control | Harness
Host Git repositories in Harness, manage pull requests, and connect every commit to secure CI/CD workflows with source-to-deploy traceability.
crawshaw - 2026-05-07
The industry-established code review process, review-then-commit, was a straightforward mechanism that allowed a relatively low-trust group of engineers to collaborate. It appears to have been initially developed for the Apache server OSS project in the 90s, corporatized by Google in the early 2000s, and popularized throughout the industry by several means, most notable of which was the GitHub PR.
Tangled · Your code forge for the next decade
Tangled is your open, federated code forge for the next decade. Host your code anywhere, review in stacks and run CI on your own machines.
Diving into Claude Code's Source Code Leak
Engineer’s Codex is a publication about real-world software engineering.
The federated code forge · The Tangled Blog
For most of the past two decades, the code forge has been where projects live: where code is hosted, where changes are reviewed, and where contributors find each other. Forges offered convenience in exchange for centralisation.
The federated code forge · The Tangled Blog
For most of the past two decades, the code forge has been where projects live: where code is hosted, where changes are reviewed, and where contributors find each other. Forges offered convenience in exchange for centralisation.
HalluCiteChecker: A Lightweight Toolkit for Hallucinated Citation Detection and Verification in the Era of AI Scientists
We introduce HalluCiteChecker, a toolkit for detecting and verifying hallucinated citations in scientific papers. While AI assistant technologies have transformed the academic writing process, including citation recommendation, they have also led to the emergence of hallucinated citations that do not correspond to any existing work. Such citations not only undermine the credibility of scientific papers but also impose an additional burden on reviewers and authors, who must manually verify their validity during the review process. In this study, we formalize hallucinated citation detection as an NLP task and provide a corresponding toolkit as a practical foundation for addressing this problem. Our package is lightweight and can perform verification in seconds on a standard laptop. It can also be executed entirely offline and runs efficiently using only CPUs. We hope that HalluCiteChecker will help reduce reviewer workload and support organizers by enabling systematic pre-review and publication checks. Our code is released under the Apache 2.0 license on GitHub and is distributed as an installable package via PyPI. A demonstration video is available on YouTube.
Overview - Claude Code Docs
Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools. Available in your terminal, IDE, desktop app, and browser.
Overview - Claude Code Docs
Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools. Available in your terminal, IDE, desktop app, and browser.
Overview - Claude Code Docs
Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools. Available in your terminal, IDE, desktop app, and browser.
Putting the I back in IDE: Towards a Github Explorer
Imagine a system for editing and reviewing code where:
