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OpenAI released GPT-5.5 today, exactly one week after Anthropic shipped Claude Opus 4.7. The timing is not subtle. Opus 4.7 took the SWE-Bench Verified crown at 87.6% and put Anthropic at the top of m
Anthropic published a postmortem recently. The document was specific, technical, self-critical, and honest about what their full pre-release pipeline failed to catch. Three separate issues degraded Cl
You can build a working website change monitor in under 100 lines of Node.js. No database, no queue, no container orchestration. Just cron, a screenshot API, pixelmatch, and a notification hook. The w
Solana is one of the cryptocurrencies available in the current Blockchain market that gaining attention to many techies. Whether you are Python, Node or PHP developer, Solana will be one of the first
When Xiaohongshu (RedNote / Little Red Book / 小红书) launched RedShop — its US-facing e-commerce platform — in April 2026, I noticed every existing scraper on Apify only covered the social side: posts,
Most organizations have some version of a data quality framework. Fewer have one that works. The gap between having a framework and having a functioning one is wide, and it tends to widen quietly — th
I built a small Java CLI that uses Groq’s LLM API to turn noisy server logs into structured incident summaries: root cause, severity, affected components, and suggested fixes. Introduction
I installed 14 MCP servers last month. Then I read the CVE list. I've been running MCP servers in production since late 2025 -- connecting Claude to my accounting tools, project trackers,
The problem nobody talks about: 600KB of DOM When I started building a web scraper, the obvious move was to send the page to an LLM and ask it to extract the data. Simple, right? Wrong.
tar+zstd is very hard to beat. So I stopped trying to beat it as a byte compressor. Instead, I tried something else: compress the structure first, then compress the bytes. That is the idea behin
This is the post I was hoping I wouldn’t have to write yet, because the version of it I imagined writing was supposed to come after I’d figured something out. I have not figured something out. I’m wri
If you've never built a house in Vietnam, there's one thing you should know upfront: The biggest mistake isn't design, labor, or even contractors - it's misunderstanding material costs. After years
Have you ever looked at a stack of physical medical reports and wished you could just "Ctrl+F" your health history? 📑 We’ve all been there. Every hospital has a different layout, different units, and
Introduction I will talk about P vs NP, NP-complete, and NP-hard, define heuristics in computer science, Hamiltonian cycles, TSP and Metric TSP, approximation algorithms, and optimal vs su
Hey DEV community! 👋 I recently got frustrated with standard monitoring tools. It feels like every tool out there puts simple integrations (like Discord, Slack, or Webhooks) behind a premium paywall.
Load Balancing: por que ele é essencial em sistemas com muitos acessos? Em sistemas distribuídos, um dos grandes desafios é lidar com milhares de requisições simultâneas sem comprometer a performance
I already had some exposure to Ethereum, so I thought I understood what a blockchain account was. In my head, it was simple: A decentralized version of a traditional account; no central authority, no
How missing structural boundaries cause AI systems to apply the wrong authority to the wrong place “Why is AI telling me my city is under a county advisory that doesn’t apply here?” The que
Tech Skills vs System Design: Lessons from Unlock’s Production Journey For years, engineering teams have debated the relative importance of deep technical skills and robust system design. T
Kimi K2.6 has been getting a lot of love lately, especially from devs who want a strong coding model without paying premium model prices every time they run a big prompt. So I wanted to see how good