Thoughts on software development, AI, and everything in between. Learning in public and sharing what I discover along the way.
Comprehensive review of Claude Opus 4.5, Anthropic's latest frontier model. Complete capabilities analysis, benchmark performance, real-world testing, cost evaluation, and developer use case recommendations.
A comprehensive developer review of GPT-5.2 released December 11, 2025. Comparing Instant, Thinking, and Pro variants with benchmarks, pricing, and real-world coding performance.
GPT-5.2 lands in the middle of an unprecedented AI arms race. With a 400K context window, 30% fewer hallucinations, and the first 90%+ ARC-AGI score, here's what developers need to know about OpenAI's most capable model yet.
18 articles
How to set up Playwright MCP with Claude Code for AI-powered browser automation. Control Chrome, fill forms, scrape data, and automate web testing with natural language commands.
LLMs are prediction engines. The quality of your output depends entirely on how you ask. From basic techniques to advanced strategies like Chain-of-Thought and ReAct, plus production-level patterns from Parahelp's XML-structured prompts.
The definitive guide to choosing between TypeScript's type and interface. Learn when to use each with real-world examples, common patterns, and practical decision guidelines.
Master React's useEffect hook with practical solutions to infinite loops, cleanup issues, dependency arrays, and more. Real-world examples and debugging strategies.
The definitive comparison of AI coding assistants in 2025. Learn which tool is best for your workflow: Cursor, GitHub Copilot, or Claude Code, with pricing, features, and real-world recommendations.
Complete review of OLMo 3 32B Think, AllenAI's open-source reasoning model. Benchmark performance, self-hosting guide, cost analysis, and comparison with GPT-5.2, DeepSeek-V3.2-Speciale, and other open-source models.
Complete technical review of Amazon Nova 2 Lite, AWS's latest language model. Benchmark performance, AWS integration, cost analysis, and comparison with GPT-5.2, Claude, and other frontier models.
Comprehensive review of Claude Opus 4.5, Anthropic's latest frontier model. Complete capabilities analysis, benchmark performance, real-world testing, cost evaluation, and developer use case recommendations.
DeepSeek-V3.2-Speciale delivers frontier-level reasoning capabilities with open weights. Complete technical review, benchmark comparisons, and developer testing of this free alternative to GPT-5.2 and Claude Opus 4.5.
Complete comparison of GPT-5.1-Codex-Max and Claude Opus 4.5 for coding tasks. Benchmark performance, real-world coding tests, cost analysis, and developer workflow recommendations.
A comprehensive developer review of GPT-5.2 released December 11, 2025. Comparing Instant, Thinking, and Pro variants with benchmarks, pricing, and real-world coding performance.
GPT-5.2 lands in the middle of an unprecedented AI arms race. With a 400K context window, 30% fewer hallucinations, and the first 90%+ ARC-AGI score, here's what developers need to know about OpenAI's most capable model yet.
GPT-5.2 dropped yesterday. I put it head-to-head against Gemini 3 on real development tasks: debugging, refactoring, API design, and more. The results surprised me.
Complete review of Grok 4.1, xAI's latest language model. Benchmark performance, real-world testing, cost analysis, and comparison with GPT-5.2, Claude Opus 4.5, and other frontier models.
After tracking my debugging sessions for a month, I discovered that 80% of my bugs fell into 5 categories. Here's what I changed and the tools that actually made a difference.
Mistral Devstral 2 is purpose-built for agentic coding workflows. Complete review of its coding capabilities, agent performance, and how it compares to GPT-5.2, Claude Opus 4.5, and specialized coding tools.
Complete review of Mistral Large 3 (2512), the latest frontier model from Mistral AI. Benchmark comparisons, coding performance, cost analysis, and real-world testing against GPT-5.2 and Claude Opus 4.5.
A deep dive into the architecture, design decisions, and optimizations that went into building my personal portfolio site. From SEO to accessibility, learn what goes into a modern developer portfolio.
Handpicked articles worth reading
LLMs are prediction engines. The quality of your output depends entirely on how you ask. From basic techniques to advanced strategies like Chain-of-Thought and ReAct, plus production-level patterns from Parahelp's XML-structured prompts.
The definitive guide to choosing between TypeScript's type and interface. Learn when to use each with real-world examples, common patterns, and practical decision guidelines.
Master React's useEffect hook with practical solutions to infinite loops, cleanup issues, dependency arrays, and more. Real-world examples and debugging strategies.
The definitive comparison of AI coding assistants in 2025. Learn which tool is best for your workflow: Cursor, GitHub Copilot, or Claude Code, with pricing, features, and real-world recommendations.
Comprehensive review of Claude Opus 4.5, Anthropic's latest frontier model. Complete capabilities analysis, benchmark performance, real-world testing, cost evaluation, and developer use case recommendations.
A comprehensive developer review of GPT-5.2 released December 11, 2025. Comparing Instant, Thinking, and Pro variants with benchmarks, pricing, and real-world coding performance.
GPT-5.2 lands in the middle of an unprecedented AI arms race. With a 400K context window, 30% fewer hallucinations, and the first 90%+ ARC-AGI score, here's what developers need to know about OpenAI's most capable model yet.
GPT-5.2 dropped yesterday. I put it head-to-head against Gemini 3 on real development tasks: debugging, refactoring, API design, and more. The results surprised me.
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