A study of Python source generated by multiple LLMs, published in 2025, found it was not possible to reliably predict human versus LLM authorship, according to an analysis of how LLMs handle programmi…
Google security engineers Bastian Kersting and Max Hils used Gemini to translate giflib, a roughly 3,000-line C image-processing library, into an ABI-compatible Rust drop-in replacement, validating it…
Bend 2 has launched with a new `LAWS.bend` file that forces AI coding agents to write mathematical correctness proofs, using Bend's compiler to guarantee declared rules always hold. The language's dev…
AI coding agents could shift programming language design priorities away from human aesthetics toward machine reliability, according to a commentary on how software production is changing. The piece a…
A developer recounts their journey through programming languages and explains how structured outputs from large language models can be viewed as domain-specific languages, enabling deterministic code …
In a Fast Company column, author argues that corporate AI development is stuck at an assembly-language level, requiring engineers to hand-build persistence, memory, permissions, tracing, retries, orch…
Google's Open Source Security Team is scaling memory safety by using AI-assisted rewrites to convert C/C++ dependencies to Rust, aiming to eliminate memory safety vulnerabilities in critical software.…
AI is shifting software engineering from hand-written source code to requirements-driven generation, making source code a build artifact produced by tools. This transition mirrors the shift from assem…
A GitHub project by riturajshakti benchmarks programming languages including Zig, C, Rust, and Go on a large CSV workload, with Zig 0.16.0 and above ranking top in speed. The benchmark uses streaming/…
A new analysis by Dan Luu challenges the claim that token-efficient languages like Clojure and J are better for AI coding agents. Luu found that on real-world tasks, popular languages like Python and …
A widely cited blog post by Martin Alderson claims dynamically typed languages are more token-efficient for LLMs, with Clojure at 109 tokens and J at 70 tokens versus C's 2.6x higher cost, but a new a…
Ast-grep rewrote Tree-sitter's C core in Rust, achieving a 29.74% throughput increase in raw parsing and a 22.2% reduction in user CPU time for ast-grep's outline benchmark, though peak memory rose 29…
A staff engineer describes using large language models (LLMs) for writing production code, throwaway code, learning new domains, and last-resort bug fixes, finding them most valuable for non-productio…
Linus Torvalds said at Open Source Summit India 2026 that he is more excited about automated patch verification tools for C than about Rust, which he said fixes only easy bugs and does not prevent log…
A Hacker News user argues that the current AI hype cycle is driven by narrative rather than substance, and suggests shifting the discourse toward determinism and traditional programming languages like…
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 …
A developer released 10 single-file game apps using a 61-atom hash-table lattice that replaces traditional game logic with O(1) lookups, achieving sub-microsecond response times and zero dependencies.…
Vivek Painjane, a developer based in India, builds practical software projects including web apps, backend tools, and AI-powered ideas. His tech stack includes Python, TypeScript, HTML, and C, and he …
HoprLabs, a new open-source Python CLI and research toolkit, launched to simulate AI training math, estimating model size, memory usage, training time, and token budget before costly model training. T…
At the Open Source Summit India in Mumbai, a developer reported that India has become the second-largest contributor to open source globally and the fastest-growing OSS developer base. Linus Torvalds …