MTMuhammad Tahirinmtdeveloper.hashnode.dev·Sep 3 · 5 min readUnlocking Developer Velocity: Advanced Prompting & Context Management with AI Coding AssistantsThis article was originally published on Muhammad Tahir's Portfolio. Introduction & Industry Context With the rise of next-generation AI interfaces like Claude Code, Cursor, and GitHub Copilot Workspa00
JSJaber Saidinjabersaid.hashnode.dev·Aug 31 · 20 min readI Built a Prompt That Makes AI Agents Harden Any Web App Against Bot Abuse — Here's the Full System, the Tests, and What I LearnedHow suspicious traffic on my production sites led me to build a universal, framework-agnostic abuse deterrence system that any AI coding agent can implement — and the verification tests that proved my00
JSJaya Sai vingen-ai-journey.hashnode.dev·Aug 31 · 6 min readBuilding a Generative AI Application with Google AI Studio and GeminiBuilding a Generative AI Application with Google AI Studio and Gemini Generative AI is rapidly changing the way we build software. Instead of relying only on predefined rules, applications can now und00
MMikuzinmikuz.hashnode.dev·Aug 29 · 8 min readPrompt Engineering vs Context Engineering: Key DifferencesAI development has reached a turning point. Teams have moved past debating which model to choose and now focus on the infrastructure surrounding those models. This evolution has brought prompt enginee00
EMEwan Makindeveloper.tenten.co·Aug 28 · 11 min readGrok Bot Shares One Cloud Computer: Seven Role Prompts with Hard Approval BoundariesGrok Bot turns a one-off chat into an agent that can keep working after you close the app. That persistence changes how prompts should be written. Bots created by one user share the same cloud compute00
ASAI SHUincdanceai.hashnode.dev·Aug 27 · 10 min readDesign Seedance 2.5 Reference Packs as Testable ContractsA multimodal video request is easier to debug when it looks less like a mood board and more like an interface contract. The common failure pattern is familiar: upload several strong images, a motion c00
GSGeorge Simsindowntherabithole.dev·Aug 27 · 10 min readWhy a Bigger Context Window Makes Claude WorseWe will talk about Context Windows a lot in this post, make sure you have read the previous post in the series: Looking Through Claude's Context Window about what Context Windows actually are before s00
MAMuhammad Azlaan Zubairinblog.mdazlaanzubair.com·Aug 25 · 8 min readAre These Really Accidental Leaks?A GitHub repository collecting supposedly “leaked” system prompts from ChatGPT, Claude, Gemini, Grok, and other AI products has crossed 63K+ stars and 10K+ forks. Most of the discussion naturally focu21K
CDCoding Dropletsincodingdroplets.com·Aug 25 · 10 min readPrompt Versioning in .NET AI APIs: Treating Prompts as CodeSomeone changes eleven words in a system prompt, quality drops for a subset of requests, and nobody can say when it happened or what the previous wording was. That is the failure that makes prompt ver21K
Mmayaanderssoninllmasajudge.hashnode.dev·Aug 18 · 4 min readSix prompt-optimization frameworks: what matters when you run them on the same taskTL;DR: I ran six prompt-optimization frameworks against the same task and the same eval metric over a few weeks (DSPy, GEPA, TextGrad, agent-opt, Arize Prompt Learning, and MLflow's optimizer). They a00