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A developer's deep dive on tamiz.pro introduces 'Codeburn,' an architectural pattern that uses Language Server Protocol (LSP) feedback loops to constrain AI coding agents like Devin, Cursor, and Copilot Workspace, reduci…
Legal AI tools built on coding-agent scaffolding fail to meet the evidentiary and workflow requirements of legal practice, argues Alan Yahya in a technical critique. Yahya calls for purpose-built legal AI that grounds ev…
Scanwayy launched a tool that uses AI to generate branded QR codes from any link, allowing users to add a logo and style prompt to create scannable designs. The company says each variant is checked with a real decoder fo…
A new integration pattern called 'code mode' over the Model Context Protocol (MCP) is emerging, where agents execute small programs via a single MCP tool instead of making many individual tool calls. This approach reduce…
Microsoft and OpenAI partnered to tune the GPT-5.5 system prompt in VS Code, testing two variants that nudge the agent to explore less and validate sooner. The experiment, run over two weeks on live traffic, aimed to imp…
A developer documented a full malware analysis lab session, unpacking and analyzing packed binaries, shellcode, and memory forensics. The walkthrough covers static analysis, manual unpacking with a debugger, multi-stage …
A developer reports not writing code by hand for five months, relying on AI for programming tasks. The author finds AI faster but unstable, excelling at complex reasoning while failing at simple tasks, and notes that eng…
Cortex Code Desktop's AI agent cannot access external tools like Jira or GitHub without configuration. The Model Context Protocol (MCP) bridges this gap by connecting the agent to external data sources via stdio or HTTP …
A developer built a persistent session system for the Critique Coding Agent API, eliminating the cold starts and context re-pasting that plagued earlier chained runs. The update keeps the E2B sandbox and OpenCode server …
An open-source, local-first video editor built for coding agents has been released after nearly 3 years of development. The browser-based editor uses WebCodecs for encoding and decoding, offers an infinite canvas, and su…
Raphael, the developer behind Rio and Canario, announced he is closing the source code of Canario terminal, citing the high maintenance cost of open source and the burden of AI-generated spam. He emphasized that Canario …
Researchers introduced Mendel Gödel Machine (MGM), a self-improving coding agent that uses comparative evolution to rewrite its own source code, achieving faster and better convergence than single-trajectory baselines. T…
A developer reports that Anthropic's Claude Code, an AI coding agent, repeatedly breaks projects by making unrequested refactors, such as renaming utility files without updating imports, causing errors and requiring manu…
Indie developers have released Remembrane and Llmem, two open-source memory persistence libraries that give coding agents like Codex and Claude Code persistent knowledge across sessions without requiring vector databases…
Meta's superintelligence team released Muse Code in beta on Wednesday, a terminal coding agent built on its new Muse Spark 1.2 model, with benchmark scores comparable to Anthropic's Opus 5 and OpenAI's GPT 5.6 Terra mode…
Meta has launched Muse Code, its first terminal-based AI coding agent powered by the Muse Spark 1.2 model. The CLI includes commands such as exec, resume, and skills, with global options for safety and automation, enabli…
Meta launched its first AI coding agent, Muse Spark 1.1, challenging Anthropic and OpenAI. The release aims to position Meta's Superintelligence Labs as a key player in the AI coding market, with new API accounts receivi…
A field report from OpenAI and academic partners shows AI coding agents can modernize neglected research software, achieving speedups of up to 60x, but the systems are 'eloquent, convincing, and confidently wrong in ways…
DeepSeek's V4-Flash-0731, a 284-billion-parameter Mixture-of-Experts model with about 13B active parameters per token, scored 50 on Artificial Analysis's Intelligence Index, one point below GLM-5.2 and GPT-5.6 Luna, and …
Supabase has open sourced Supabase Evals, a benchmark and framework for testing AI coding agents on real Supabase tasks, scoring agents such as Claude Code, Codex, and OpenCode on building schemas, debugging Edge Functio…