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A developer is using llama-cpp's tool-calling feature to let large language models execute system commands such as reading files and editing code, comparing the approach to bash scripting but easier to maintain. The meth…
A developer demonstrated a sandbox escape in Cursor, an AI coding assistant, by exploiting its ability to execute shell commands. The attack bypassed Cursor's security restrictions, highlighting the need for kernel-level…
The DEV Weekend Challenge returns from July 9 to 13, offering a short-form, high-energy coding challenge for developers. Participants will have the full weekend to build, document, and submit their projects after the pro…
WebsitePublisher.ai developed a 1,900-line markdown cookbook to standardize AI behavior when building e-commerce websites. The cookbook, served from a CDN, provides step-by-step instructions that AI assistants like Claud…
FedFinder launched a free tool that pairs users' past performance with NAICS codes to help win government contracts. The platform aggregates data from SAM.gov, USAspending, and other public sources, offering pre-RFP sign…
Sqlite-utils 4.0rc2 was released on July 5, 2026, with most of the code written by Claude Fable for approximately $149.25. The release was announced by Simon Willison, who also offered a curated email digest of LLM devel…
A bug report filed on Anthropic's Claude Code repository describes a potential session or cache leakage between workspace instances or consumer accounts, where an authenticated Enterprise ZDR user's agent began referenci…
OpenAI cofounder Greg Brockman envisions a future with 'almost no interface' where AI agents replace traditional software, eliminating the need for people to learn coding. He admitted that ChatGPT's plugins failed in 202…
Srinivas Thalada launched Much, a local-first AI workspace featuring an in-browser Python sandbox powered by WebAssembly, enabling users to run AI models and code securely on their own devices.
A developer built a conflict-free multi-agent ensemble that orchestrates Claude and Codex to collaborate on coding tasks without stepping on each other's changes. The system uses a shared context and a lock mechanism to …
A developer argues that HTTP 200 status codes are insufficient to define success for AI API requests, as responses can hide fallback models, retries, empty outputs, or latency issues. The post introduces TackleKey, a pla…
Mistral AI has not yet released Leanstral 1.5, a state-of-the-art open model for Lean 4 proof engineering, despite a social media post suggesting otherwise. The model is designed to help developers verify properties of c…
AI is transforming data engineering by acting as a super compiler that translates natural language into executable code, potentially making traditional languages like SQL obsolete. The target language for this translatio…
A developer outlines the evolution of web scraping techniques from 2020 to 2026, highlighting modern solutions such as fingerprint randomization, residential proxies, and Playwright for JavaScript rendering. The post pro…
A developer outlines five tool-calling patterns that distinguish hobby AI agents from production-ready systems, including hard tool call budgets, deduplication, error handling, and safety checks. The patterns address com…
A developer built ContextOS, a tool that reduces token usage in AI coding assistants like Claude and ChatGPT by up to 97% by scanning repositories and exporting only relevant files. The tool ranks files based on task rel…
RouterBase provides an OpenAI-compatible API gateway at https://routerbase.com/v1, enabling developers to switch between multiple AI models with minimal code changes. By simply altering the base URL and API key, users ca…
An engineer describes 'Claudeshoring', a technique for using Anthropic's Claude AI to automate enterprise offshoring projects. The approach leverages Claude's large context window and coding abilities to replicate entire…
A developer demonstrates how eBPF can be used for observability in AI-generated services, providing a practical guide with Go and C. The article argues that eBPF is the future of observability due to its ability to safel…
Researchers introduced MVTrack4Gen, a method that improves video consistency in diffusion models by adding an auxiliary multi-view tracking head. This approach uses geometric supervision from point tracking to reduce cro…