"A Skill is a folder containing a SKILL.md file, which includes instructions, resources, and even executable code. Think of Skills as a set of standard operating procedures for the AI. For example, a Skill could instruct Claude on how to format a weekly report, adhere to a company's brand guidelines, or analyze data using a specific methodology."

https://subramanya.ai/2025/10/30/claude-skills-vs-mcp-a-tale-of-two-ai-customization-philosophies/

#solidstatelife #ai #genai #llms #codingai

Claude Skills vs. MCP: A Tale of Two AI Customization Philosophies

Anthropic has introduced two powerful but distinct approaches to AI customization: Claude Skills and the Model Context Protocol (MCP). While both aim to make...

Subramanya N

Phiên bản trả phí $100 vs $200 của Claude Code: Cần bỏ thêm 100$ để nâng cấp? Trải nghiệm thực tế từ devs khi dùng Sonnet so với Opus trong lập trình như thế nào? Share câu chuyện thật của bạn! #Claude #AIProgramming #CodeTools #SonnetVsOpus #SaaS #CodingAI #TechReview #TipsVietNam #KinhNghiemLapTrinh

https://www.reddit.com/r/SaaS/comments/1oij0yi/claude_code_users_is_the_100_plan_enough_or_is/

"Adobe exec says the $141 billion software giant embraces candidates who use AI to apply for jobs -- because they're the people 'creating the future'"

https://fortune.com/2025/10/12/adobe-executive-cco-stacy-martinet-hiring-talent-ai-skills-in-interviews-creating-the-future/

#solidstatelife #ai #genai #llms #codingai

Adobe exec says the $141 billion software giant embraces candidates who use AI to apply for jobs—because they’re the people ‘creating the future’

While many CEOs see AI in hiring tests as cheating, this Adobe exec says candidates who use it are the innovators she’s hunting for.

Fortune

"Claude Sonnet 4.5 demonstrates the ability to sustain complex, multi-step reasoning and code execution tasks for over 30 hours. On the SWE-bench Verified benchmark, which measures an AI model's ability to solve real-world software issues, Claude Sonnet 4.5 achieved a score of 77.2%, up from 72.7% for Sonnet 4, marking a notable advance in autonomous coding capability."

https://www.infoq.com/news/2025/10/claude-sonnet-4-5/

#solidstatelife #ai #genai #llms #codingai

Claude Sonnet 4.5 Tops SWE-Bench Verified, Extends Coding Focus beyond 30 Hours

Anthropic's Claude Sonnet 4.5, its most advanced coding model, excels in task performance and safety, achieving a 98.7% safety score and improving real-world coding capabilities. Enhanced reasoning sk

InfoQ

GLM 4.6 đứng đầu bảng xếp hạng mô hình ngôn ngữ mở trên LMarena! 🏆 Đứng thứ 3 về code, thứ 3 về hard prompts và số 1 về creative writing. Một bước tiến lớn cho AI mã nguồn mở! 🤖✨ #AIVietnam #OpenSource #GLM46 #LMarena #CreativeWriting #CodingAI

https://www.reddit.com/r/LocalLLaMA/comments/1nxbbxe/glm_46_new_best_open_weight_overall_on_lmarena/

"An advanced version of Gemini 2.5 Deep Think has achieved gold-medal level performance at the 2025 International Collegiate Programming Contest (ICPC) World Finals."

OpenAI also claims Gold in the ICPC:

https://x.com/MostafaRohani/status/1968360976379703569

https://deepmind.google/discover/blog/gemini-achieves-gold-level-performance-at-the-international-collegiate-programming-contest-world-finals/

#solidstatelife #genai #llms #codingai #openai #deepmind #icpc

Mostafa Rohaninejad (@MostafaRohani) on X

1/n I’m really excited to share that our @OpenAI reasoning system got a perfect score of 12/12 during the 2025 ICPC World Finals, the premier collegiate programming competition where top university teams from around the world solve complex algorithmic problems. This would have

X (formerly Twitter)

Hold up, Anthropic just dropped Claude Sonnet 4.5 – an AI that can code autonomously for 30 hours straight. My personal record is 4 hours before I start debugging my own sanity. This thing might actually outlast your coffee buzz.

But what happens when it asks for a raise? #TechNews #AI #SoftwareDevelopment #CodingAI #DevLife

Link: https://craftedsilicon.com/claude-sonnet-4-5-the-ai-supercoder-that-can-outlast-your-coffee-buzz/

Claude Sonnet 4.5: The AI SuperCoder That Can Outlast Your Coffee Buzz!

Today, September 29, 2025, Anthropic dropped Claude Sonnet 4.5 – their latest and greatest AI model that's not just smarter, but tougher and more reliable than ever. Imagine an AI that codes like a caffeinated programmer on a deadline, but without the burnout. Buckle up as we dive into what

Crafted Silicon

"SWE-Bench failures: When coding agents spiral into 693 lines of hallucinations."

https://www.surgehq.ai/blog/when-coding-agents-spiral-into-693-lines-of-hallucinations

#solidstatelife #ai #genai #llms #codingai

When Coding Agents Spiral Into 693 Lines of Hallucinations

tl;dr: When coding models spiral into self-reinforcing hallucinations, small mistakes compound into catastrophic failure. In SWE-bench, we saw SOTA models invent whole classes, methods, and terminal outputs—never realizing they had lost touch with the real codebase. In this case study, we’ll look at how three frontier coding agents tried to solve one particular SWE-bench problem: one spiraled into hallucinations and failed entirely, one spiraled but recovered, and one avoided hallucinations altogether. Our goal: to illustrate how dissecting real-world problems can steer models towards human-ready AGI.

VibeCleaner specializes in cleaning up vibecoded software -- "so your product can scale, your team can breathe, and the next dev won't quit."

Does VibeCleaner clean up your vibecoded software with humans or AI? I don't know. If it's AI, then the irony is, using AI to clean up the mess made by AI. Does it work? Nobody knows -- you can't try it yet, but you can join the waitlist.

https://vibecleaner.carrd.co/

#solidstatelife #ai #genai #llms #codingai #vibecoding

VibeCleaner

We fix your broken vibe.

VibeCleaner

Spokesite is a moble app that allegedly lets you "vibe code" websites using spoken language on your mobile phone.

https://spokesite.com/?ref=uncursor.com

#solidstatelife #ai #genai #voicetotext #llms #codingai

Spokesite - Vibe Coding from Anywhere

Spokesite is a vibe coding platform that allows you to code from anywhere. Tell the AI agent what you want to build and it will build it for you.