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Tip: To improve AI coding, don’t just jump straight into tasks without planning. Planning first makes a big difference, as does managing context. 🧵👇 1. AI tools thrive on structure. When you start with a clear spec, you guide the model’s reasoning. One good spec often performs better than 8 vague prompts. 2. A great spec includes: – Purpose & Requirements – Inputs & outputs – Constraints – APIs – Milestones – Coding conventions This acts as both a blueprint and documentation. 3. Use Test-driven Prompts. First, ask AI to write tests for your task. Then, have it implement code that makes those tests pass. Classic red → green → refactor. 4. Break your work into small chunks. Decompose complex prompts. Keep tasks focused so the model can produce cleaner, more reliable code. 5. Share context. Feed the model your style guide, architecture, or prior code. More context = more consistency. 6. Use the AI to generate diagrams Helps with architecture planning and makes prompt inputs more grounded. 7. Always review AI output. Check logic, refactor if needed, run the tests. AI coding is collaborative, not fire-and-forget. Keep the human in the loop. Summary: – Plan before you prompt – Write specs – Use test-driven dev – Add context – Break down tasks – Iterate 💡 Vibe coding is fun. But planned prompting gets you further, faster. https://x.com/addyosmani/status/1950457229171384821?t=w-_aeYmYTPsxqYVGbKdSFA&s=19

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Coding with AI? It can be a great critical thinking partner and not just a code generator. Begin with a high-level goal then
Coding with AI? It can be a great critical thinking partner and not just a code generator. Begin with a high-level goal then drill down by asking questions like: - Why this approach? - Pro/Cons of this design? - Alternatives with tradeoffs? - A version that's faster? https://x.com/addyosmani/status/1954814228751065289?t=y0m_abyJTQN-sndEubth7g&s=19

Claude Sonnet 4 vs Kimi K2 vs Gemini 2.5 Pro: Which AI actually ships production code? https://dev.to/forgecode/claude-sonnet-4-vs-kimi-k2-vs-gemini-25-pro-which-ai-actually-ships-production-code-4hjm —- The Cost of AI’s Speed Addiction: Why Generative AI Risks Collapsing Software Engineering https://dev.to/anas_jadoon_31/the-cost-of-ais-speed-addiction-why-generative-ai-risks-collapsing-software-engineering-199e —- Everyone's Sleeping on GPT-5 Mini (And It's the Only Model That Actually Matters) https://dev.to/shayy/everyones-sleeping-on-gpt-5-mini-and-its-the-only-model-that-actually-matters-535d —-

How to Make Animated Login Form using Html & CSS Only https://www.youtube.com/watch?v=xv-9y3JJlPc

ChatGPT-5 is here — 7 biggest upgrades you need to know https://www.tomsguide.com/ai/chatgpt-5-is-here-openais-most-powerful-ai-model-just-changed-everything --- Alibaba Qwen Unveils Qwen3-4B-Instruct-2507 and Qwen3-4B-Thinking-2507: Refreshing the Importance of Small Language Models https://www.marktechpost.com/2025/08/08/alibaba-qwen-unveils-qwen3-4b-instruct-2507-and-qwen3-4b-thinking-2507-refreshing-the-importance-of-small-language-models/

Claude Sonnet 4 vs Kimi K2 vs Gemini 2.5 Pro: Which AI actually ships production code? https://dev.to/forgecode/claude-sonnet-4-vs-kimi-k2-vs-gemini-25-pro-which-ai-actually-ships-production-code-4hjm

Designing With AI, Not Around It: Practical Advanced Techniques For Product Design Use Cases — Smashing Magazine https://www.smashingmagazine.com/2025/08/designing-with-ai-practical-techniques-product-design/

How Context Engineering Can Make Any AI 100x Smarter https://www.geeky-gadgets.com/ai-context-engineering-explained/

GPT-5 Just Dropped. Here's Why Your Automation Stack Is Already Outdated https://dev.to/alifar/gpt-5-just-dropped-heres-why-your-automation-stack-is-already-outdated-2lmj

GitHub Copilot in VS Code July release (v1.103) https://github.blog/changelog/2025-08-07-github-copilot-in-vs-code-july-release-v1-103/ --- GPT-5 Hands-On: Welcome to the Stone Age https://www.latent.space/p/gpt-5-review --- How to use GitHub Copilot to level up your code reviews and pull requests https://github.blog/ai-and-ml/github-copilot/how-to-use-github-copilot-to-level-up-your-code-reviews-and-pull-requests/ Using GitHub Copilot code review https://docs.github.com/en/copilot/how-tos/use-copilot-agents/request-a-code-review/use-code-review --- I’m a ChatGPT power user — these are the ChatGPT-5 upgrades that I plan on using the most https://www.tomsguide.com/ai/im-a-chatgpt-power-user-these-are-the-chatgpt-5-upgrades-that-i-plan-on-using-the-most ---- GPT-5 vs GPT-4: I tested both on 7 real-world challenges — one dominated https://www.tomsguide.com/ai/i-tested-gpt-5-vs-gpt-4-with-7-prompts-heres-which-one-gave-better-answers --- I tested ChatGPT vs Gemini 2.5 Pro with these 3 prompts - and it shows what GPT-5 needs to do https://www.tomsguide.com/ai/chatgpt/i-tested-chatgpt-vs-gemini-2-5-pro-with-these-3-prompts-and-it-shows-what-gpt-5-needs-to-do ----