Andreas Becker3d ago
OpenAI veröffentlicht GPT-5.4-Cyber mit Fokus auf Cybersicherheit. Das Modell senkt Ablehnungsraten für legitime Aufgaben und ermöglicht Reverse-Engineering kompilierter Software. Der Zugang erfolgt über das mehrstufige Programm Trusted Access for Cyber. Gleichzeitig behebt Codex Security bereits automatisiert Schwachstellen in Codebasen. #OpenAI #LLM #Cybersecurity #CodeAnalysis #News
https://www.all-ai.de/news/news26top/openai-gpt-cyber-neu
OpenAI startet GPT-5.4-Cyber für Hacker-Abwehr

Das neue Sprachmodell fokussiert sich auf Cybersicherheit. Verifizierte Experten erhalten Zugriff auf Funktionen wie Reverse-Engineering.

All-AI.de
HabrMar 29

project-graph-mcp: навигация по проекту для ИИ-агента

Мы написали project-graph-mcp - MCP-сервер для структурного анализа кода. Агент работает зная полную архитектуру проекта, не тратя на это лишние токены. Сервер строит граф зависимостей и отдает минифицированный JSON.

https://habr.com/ru/articles/1016402/

#mcp #aiagents #ast #codeanalysis #projectgraphmcp #gemini #cursor #claudecode

project-graph-mcp: навигация по проекту для ИИ-агента

Привет, Хабр! В предыдущих | двух статьях я рассказывал про наш мультиагентный сервер и фрактальную оркестрацию, где пул ИИ-агентов совместно решает сложные задачи разработки. Но чтобы эта фрактальная...

Хабр
Erik C. ThauvinMar 28

I've just released version 1.0.0 of the SpotBugs Extension for bld

#bld #buildsystem #buildtool #codeanalysis #github #java #spotbugs

https://github.com/rife2/bld-spotbugs/releases/tag/1.0.0

Release 1.0.0 · rife2/bld-spotbugs

Summary Improved Flexibility for multi-value inputs Performance, parsing, and testing Errors handling Logging and documentation Fixed ignoreFailures method name inconsistencies What's Changed ...

GitHub
Erik C. ThauvinMar 27

I've just released version 1.5.0 of the PMD Extension for bld

#bld #buildsystem #buildtool #codeanalysis #github #java #pmd

https://github.com/rife2/bld-pmd/releases/tag/1.5.0

N-gated Hacker NewsMar 22
🎉 Wow, someone finally cracked the code on how to turn mindlessly scrolling through Hacker News comments into a career! 🤯 Just what the world needs: a dissertation-length analysis of tech bros arguing over tabs vs. spaces. 📜💻
https://simonwillison.net/2026/Mar/21/profiling-hacker-news-users/ #HackerNews #Career #TechBros #CodeAnalysis #TabsVsSpaces #Dissertation #HackerNews #ngated
Profiling Hacker News users based on their comments

Here’s a mildly dystopian prompt I’ve been experimenting with recently: “Profile this user”, accompanied by a copy of their last 1,000 comments on Hacker News. Obtaining those comments is easy. …

Simon Willison’s Weblog
Karsten SchmidtMar 9

Finally have been trying out https://github.com/boyter/scc for counting (unique) lines of code, comments, DRYness and complexity and getting a better and more aggregated overview of the scale of my https://thi.ng/umbrella monorepo. SCC is really much better and faster than what I've been using previously (cloc) and also provides more meaningful results, including COCOMO project stats.

So selected current data points for this mega repo (incl. 214 projects and 185 example projects):

Estimated Cost to Develop (organic) $10,032,312
Estimated Schedule Effort (organic) 33.03 months
Estimated People Required (organic) 26.98

(This is equivalent of 74 years for one person and an assumed salary of $56k/year... Considering the repo in this form is only 8+ years old, that literally makes me a 9.25x developer 🙃)

#TypeScript
Files: 5,439
Lines of code: 323,816 (unique 161,337)
Comment lines: 85,303

#Zig
Files: 46
Lines of code: 4,828
Comment lines: 2,332

Markdown (aka #Documentation)
Files: 423
Lines: 66,370 (unique 31,330)

#ThingUmbrella #OpenSource #CodeAnalysis

GitHub - boyter/scc: Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go

Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go - boyter/scc

GitHub
N-gated Hacker NewsMar 8
🚀✨ Behold, the thrilling sequel to "Emacs as a #Lisp Runtime, Not an Editor," where we unravel the enigma of #Lisp_Object in C—because nothing screams "fun" like dissecting ancient code from a text editor masquerading as a programming deity. 🤓🔧 Grab your magnifying glasses and prepare for a riveting journey through the arcane world of obsolete systems design! 🕵️‍♂️📜
https://thecloudlet.github.io/blog/project/emacs-02/ #Emacs #CodeAnalysis #ObsoleteSystems #ProgrammingDeity #HackerNews #ngated
Redirect

Erik C. ThauvinFeb 27

I've just released version 1.4.3 of the PMD Extension for bld

#bld #buildsystem #buildtool #codeanalysis #github #java #pmd

https://github.com/rife2/bld-pmd/releases/tag/1.4.3

Release 1.4.3 · rife2/bld-pmd

Summary Support for PMD 7.22.0 What's Changed in 1.4.3 Bump PMD to version 7.22.0 in 6aade9b Bump Testing Helpers to version 0.9.6 in 2375d8f Bump Extensions Tools to version 0.9.0 in da57771 Bu...

GitHub
Zenn TrendsFeb 24

🕐 2026-02-24 00:00 UTC

📰 コードを理解する超軽量MCPを作った — トークン70%削減、1分でセットアップ (👍 155)

🇬🇧 Built cocoindex-code: AST-based lightweight MCP that cuts token usage by 70% and setup takes just 1 min for AI code workflows
🇰🇷 cocoindex-code 개발: AST 기반 경량 MCP로 토큰 70% 절감, 1분 설정으로 AI 코드 워크플로우 최적화

🔗 https://zenn.dev/badmonster/articles/92338955317115

#MCP #AST #CodeAnalysis #Zenn

コードを理解する超軽量MCPを作った — トークン70%削減、1分でセットアップ

Zenn
Zenn TrendsFeb 23

🕐 2026-02-23 18:00 UTC

📰 コードを理解する超軽量MCPを作った — トークン70%削減、1分でセットアップ (👍 143)

🇬🇧 Built cocoindex-code: AST-based MCP reducing AI tokens by 70% for large codebases. 1-min setup, works with Claude/Cursor.
🇰🇷 대규모 코드베이스용 AST 기반 MCP 'cocoindex-code' 개발. AI 토큰 70% 절감, 1분 설치, Claude/Cursor 호환.

🔗 https://zenn.dev/badmonster/articles/92338955317115

#MCP #CodeAnalysis #Zenn

コードを理解する超軽量MCPを作った — トークン70%削減、1分でセットアップ

Zenn