https://www.arindammajumder.com Stay updated with the latest articles, projects, and insights from Arindam en-us arindammajumder2020@gmail.com (Arindam) Thu, 09 Apr 2026 09:32:55 GMT https://dev.to/studio1hq/production-aware-ai-giving-llms-real-debugging-context-187g TL;DR Large language models struggle with production debugging because they do not have... Thu, 09 Apr 2026 05:22:32 GMT https://dev.to/arindam_1729/i-built-a-local-dashboard-to-inspect-claude-code-sessions-tokens-and-costs-173m I’ve been using Claude Code heavily over the last few weeks and started wondering where my tokens... Thu, 02 Apr 2026 07:58:55 GMT https://dev.to/studio1hq/build-a-semantic-movie-discovery-app-with-claude-code-and-weaviate-agent-skills-30gd Introduction Versatility in agentic coding is increasing as new tools such as Model... Fri, 27 Mar 2026 20:45:45 GMT https://dev.to/studio1hq/we-cut-our-mcp-token-spend-in-half-heres-the-architecture-1jic When we started scaling our MCP workflows, token usage was something we barely tracked. The system... Wed, 25 Mar 2026 19:04:52 GMT https://dev.to/arindam_1729/composer-2-is-controversial-but-my-actual-experience-was-solid-5a7h I tried Composer 2 properly today, and honestly, if you put all the controversy aside for a second,... Sat, 21 Mar 2026 06:55:09 GMT https://dev.to/arindam_1729/building-an-ai-powered-content-moderation-api-with-insforge-edge-functions-j0k Introduction Modern applications rely on user-generated content such as comments, reviews,... Fri, 20 Mar 2026 09:55:13 GMT https://dev.to/arindam_1729/cursor-composer-20-features-pricing-benchmarks-and-initial-impressions-19jd Introduction Cursor has released Composer 2, the latest version of its in-house coding... Thu, 19 Mar 2026 20:25:28 GMT https://dev.to/studio1hq/running-llm-applications-across-providers-with-bifrost-313h Many modern applications include AI features that rely on large language models accessed through... Tue, 17 Mar 2026 16:15:23 GMT https://dev.to/arindam_1729/5-openclaw-plugins-that-actually-make-it-production-ready-14kn Introduction There is a certain point every serious OpenClaw user reaches. The agent is... Fri, 13 Mar 2026 15:19:20 GMT https://dev.to/arindam_1729/what-is-llm-observability-the-complete-guide-2026-26e6 TL;DR: LLM observability is your ability to understand what your language models are doing in... Fri, 06 Mar 2026 07:59:12 GMT https://dev.to/copilotkit/build-a-multi-agent-telecom-support-system-with-copilotkit-langgraph-js-52oc Introduction Customer support is chaotic, and thinking about ways to automate it can be... Mon, 09 Feb 2026 14:38:07 GMT https://dev.to/arindam_1729/introducing-formaly-a-new-way-of-creating-forms-3ic6 Traditional forms are broken. I built something to fix that. You spend time crafting a survey,... Mon, 09 Feb 2026 14:26:28 GMT https://dev.to/coderabbitai/show-me-the-prompt-what-to-know-about-prompt-requests-2fo6 In the 1996 film Jerry Maguire, Tom Cruise’s famous phone call, where he shouts “Show me the money!”... Thu, 29 Jan 2026 05:34:00 GMT https://dev.to/coderabbitai/why-users-shouldnt-choose-their-own-llm-models-choice-is-not-always-good-42nj Giving users a dropdown of LLMs to choose from often seems like the right product choice. After all,... Thu, 29 Jan 2026 01:29:00 GMT https://dev.to/coderabbitai/an-actually-useful-framework-for-evaluating-ai-code-review-tools-1g2p Benchmarks promise clarity. They’re supposed to reduce a complex system to a score, compare... Wed, 28 Jan 2026 12:24:44 GMT https://dev.to/coderabbitai/coderabbits-ai-code-reviews-now-support-nvidia-nemotron-27pn TL;DR: Blend of frontier & open models is more cost efficient and reviews faster. NVIDIA Nemotron... Wed, 28 Jan 2026 12:17:13 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-january-2026-edition-13dk January kicked off strong with powerful new APIs for user and metrics management, plus streamlined... Wed, 28 Jan 2026 08:17:14 GMT https://dev.to/arindam_1729/building-a-collaborative-document-editor-with-gpt-apps-sdk-972 Introduction ChatGPT can now run full applications within the chat interface. You're no... Thu, 22 Jan 2026 20:01:37 GMT https://dev.to/arindam_1729/building-a-typefully-clone-with-real-time-collaboration-elk Introduction Typefully, a writing and scheduling platform, helps creators and marketing... Wed, 14 Jan 2026 12:54:35 GMT https://dev.to/tensorlake/claude-cowork-architecture-capabilities-and-usage-overview-1ofn TL;DR Understand what Cowork is and how it extends Claude Code’s agentic capabilities to... Tue, 13 Jan 2026 20:50:51 GMT https://dev.to/coderabbitai/our-new-report-ai-code-creates-17x-more-problems-7lh What we learned from analyzing hundreds of open-source pull requests. Over the past year, AI coding... Tue, 06 Jan 2026 09:53:09 GMT https://dev.to/coderabbitai/its-harder-to-read-code-than-to-write-it-especially-when-ai-writes-it-13ag "Debugging is twice as hard as writing the code in the first place. Therefore, if you write the code... Tue, 06 Jan 2026 09:43:32 GMT https://dev.to/coderabbitai/behind-the-curtain-what-it-really-takes-to-bring-a-new-model-online-at-coderabbit-5a8f When we published our earlier article on why users shouldn't choose their own models, we argued that... Tue, 06 Jan 2026 09:38:11 GMT https://dev.to/coderabbitai/coderabbits-ai-code-reviews-now-support-nvidia-nemotron-4a65 TL;DR: Blend of frontier & open models is more cost efficient and reviews faster. NVIDIA Nemotron... Tue, 06 Jan 2026 05:14:16 GMT https://dev.to/coderabbitai/our-10-best-posts-of-the-year-a-2025-coderabbit-blog-roundup-1l1m This year, we dove deep into all kinds of topics, from the philosophical shift toward “Slow AI” to... Fri, 02 Jan 2026 13:30:49 GMT https://dev.to/coderabbitai/measuring-what-matters-in-the-age-of-ai-assisted-development-29bf Every engineering leader I talk to is asking the same question: "Is AI actually making us... Fri, 02 Jan 2026 13:13:06 GMT https://dev.to/coderabbitai/2025-was-the-year-of-ai-speed-2026-will-be-the-year-of-ai-quality-15f0 The year 2025 will be remembered as the moment AI-assisted software development entered its... Fri, 02 Jan 2026 13:06:51 GMT https://dev.to/coderabbitai/north-pole-incident-report-why-santa-now-uses-ai-code-reviews-16fo Confidential Postmortem — NP-SEV1-1224 Classification: TINSEL RED (Top-Secret, Festive) ... Fri, 02 Jan 2026 13:06:13 GMT https://dev.to/arindam_1729/how-to-fine-tune-and-deploy-an-open-source-model-19do Open-source language models are powerful, but they are trained to be general. They don’t know your... Wed, 17 Dec 2025 07:04:12 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-december-2025-edition-5gg6 December brought a powerful update focused on scaling configuration management across large... Wed, 17 Dec 2025 05:55:00 GMT https://dev.to/tensorlake/gemini-3-vs-gpt-52-detailed-coding-comparison-idg TL;DR Gemini 3 Pro has strong multimodal capabilities but produces simpler, less structured coding... Tue, 16 Dec 2025 17:46:19 GMT https://dev.to/arindam_1729/scraping-is-dead-navigation-is-the-new-api-416b Most developers start by asking the wrong question. “Which APIs can I build on?” That question... Tue, 16 Dec 2025 13:47:05 GMT https://dev.to/tensorlake/i-tried-letting-antigravity-build-an-agent-for-me-heres-what-actually-happened-54h2 I have used a long list of AI coding tools over the past few years, most of them built around the... Tue, 16 Dec 2025 09:56:21 GMT https://dev.to/tensorlake/toon-vs-json-a-token-optimized-data-format-for-reducing-llm-costs-5pl Last month, I watched a production RAG pipeline burn $1940 in one weekend. A single 500-row customer... Thu, 11 Dec 2025 15:33:22 GMT https://dev.to/arindam_1729/i-found-a-tool-that-actually-beats-traditional-figma-to-code-tools-5dea Introduction Developers are always looking to add new features and updates when... Mon, 08 Dec 2025 05:16:11 GMT https://dev.to/arindam_1729/how-i-ship-reliable-code-using-claude-code-259o I’ve been using Claude Code as my main IDE assistant for a while now, and after a lot of messing... Sat, 06 Dec 2025 17:10:03 GMT https://dev.to/coderabbitai/gemini-3-for-code-related-tasks-the-dense-engineer-2i61 TL;DR: It doesn’t just write patches; it writes a complete argument for every change. When Gemini 3... Tue, 02 Dec 2025 13:00:00 GMT https://dev.to/coderabbitai/how-coderabbits-agentic-code-validation-helps-with-code-reviews-nak The 2025 Stack Overflow survey reveals a paradox: while 84% of developers express confidence in... Tue, 02 Dec 2025 05:00:00 GMT https://dev.to/coderabbitai/opus-45-for-code-related-tasks-performs-like-the-systems-architect-4h02 Every model reasons. Opus 4.5 audits. Every new model arrives with the same promise:... Mon, 01 Dec 2025 21:06:19 GMT https://dev.to/coderabbitai/how-to-deploy-and-integrate-mcp-servers-with-coderabbit-1lkb MCP servers integrate AI agents into software applications to carry out system-related tasks based on... Mon, 01 Dec 2025 20:58:33 GMT https://dev.to/arindam_1729/gemini-3-pro-vs-gpt-51-codex-max-hands-on-coding-comparison-9l6 Hey everyone, I’ve been experimenting with GPT-5.1 Codex-Max and Gemini 3 Pro side by side in real... Tue, 25 Nov 2025 12:08:01 GMT https://dev.to/arindam_1729/the-figma-to-code-tool-you-havent-heard-about-but-should-be-using-829 Introduction My Cursor sidebar has 12 AI extensions installed. Last week, I added a... Mon, 24 Nov 2025 07:47:54 GMT https://dev.to/coderabbitai/gpt-51-for-code-related-tasks-higher-signal-at-lower-volume-2hcd TL;DR After prompt tuning and integrating it into our stack, GPT-5.1 now delivers the best precision... Thu, 20 Nov 2025 05:30:00 GMT https://dev.to/coderabbitai/why-emojis-suck-for-reinforcement-learning-clc The simplicity trap Sure, a thumbs up is quick, but is it really teaching your AI reviewer... Wed, 19 Nov 2025 06:00:34 GMT https://dev.to/coderabbitai/the-rise-of-slow-ai-why-devs-should-stop-speedrunning-stupid-48c3 For as long as we’ve been building with machines, we’ve followed one core rule: faster is better.... Wed, 19 Nov 2025 05:46:21 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-early-november-2025-edition-oh0 Early November was packed with powerful new features and exciting announcements, from customizable PR... Wed, 19 Nov 2025 03:52:39 GMT https://dev.to/coderabbitai/the-rise-of-slow-ai-why-devs-should-stop-speedrunning-stupid-2bcg For as long as we’ve been building with machines, we’ve followed one core rule: faster is better.... Thu, 06 Nov 2025 05:48:38 GMT https://dev.to/arindam_1729/composer-1-vs-swe-15-a-detailed-comparison-31f2 With recent launches from Cursor and Windsurf, the coding model race just got serious. Cursor... Wed, 05 Nov 2025 05:41:12 GMT https://dev.to/arindam_1729/build-a-customerio-like-collaborative-email-composer-using-nextjs-velt-and-tiptap-34mk Introduction Emails are central to the success of modern SaaS products. SaaS companies use... Thu, 30 Oct 2025 16:12:32 GMT https://dev.to/arindam_1729/building-stateful-ai-agents-with-aws-strands-178i If you’re experimenting with AWS Strands, you’ll probably hit the same question I did early on: “How... Fri, 24 Oct 2025 11:57:00 GMT https://dev.to/coderabbitai/the-end-of-one-sized-fits-all-prompts-why-llm-models-are-no-longer-interchangeable-3657 For developers and product builders, one assumption has guided the last few years of LLM application... Fri, 24 Oct 2025 07:17:14 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-october-2025-edition-51km October was packed with improvements, from a streamlined GitHub integration onboarding experience to... Fri, 24 Oct 2025 07:10:16 GMT https://dev.to/arindam_1729/the-frontend-ai-that-knows-when-not-to-suggest-usestate-2o86 Introduction Your AI assistant just ignored six months of your work. You've built... Wed, 15 Oct 2025 08:33:20 GMT https://dev.to/arindam_1729/after-months-on-cursor-i-just-switched-back-to-vs-code-eff I’ve been using Cursor for a while, mainly for its smooth AI coding experience. But recently, I... Mon, 06 Oct 2025 06:18:30 GMT https://dev.to/coderabbitai/claude-sonnet-45-better-performance-but-a-paradox-29jp Sonnet 4.5 is Anthropic’s newest Claude model and in our code review benchmark, it feels like a... Sun, 05 Oct 2025 14:58:30 GMT https://dev.to/coderabbitai/coderabbit-cli-free-ai-code-reviews-in-your-cli-n0 CodeRabbit started with AI-powered code reviews in pull requests. In May, we brought that same... Sun, 05 Oct 2025 14:46:47 GMT https://dev.to/coderabbitai/gpt-5-codex-how-it-solves-for-gpt-5s-drawbacks-2nbp CodeRabbit’s code reviews help developers fix bugs and ship code. We recently wrote about... Sun, 05 Oct 2025 14:38:35 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-late-august-to-mid-september-2025-edition-fga The past few weeks have been huge for CodeRabbit! We've launched our most requested feature,... Fri, 19 Sep 2025 18:01:15 GMT https://dev.to/arindam_1729/building-real-time-collaborative-documents-app-with-velt-and-auth0-in-nextjs-478a Real-time collaboration features are important to have in modern web applications. While services... Thu, 18 Sep 2025 20:35:01 GMT https://dev.to/coderabbitai/how-coderabbit-delivers-accurate-ai-code-reviews-on-massive-codebases-46eo Massive codebases are a special kind of beast. They sprawl across hundreds of files, evolve over... Sun, 14 Sep 2025 07:32:15 GMT https://dev.to/arindam_1729/build-collaborative-vercel-like-toolbar-with-lovable-windsurf-and-velt-5b1f On many websites and web apps, it helps when users can leave quick comments or feedback directly on... Wed, 10 Sep 2025 06:36:40 GMT https://dev.to/coderabbitai/code-with-ai-review-with-coderabbits-ide-extension-and-apply-fixes-in-one-click-3o9o The VS Code extension we launched back in May has been a game changer for many reasons – but the main... Thu, 04 Sep 2025 11:17:34 GMT https://dev.to/coderabbitai/vibe-coding-because-who-doesnt-love-surprise-technical-debt-3c3b AI-assisted coding tools like Claude Code, ChatGPT, and GitHub Copilot are a godsend. I use them... Mon, 01 Sep 2025 18:13:27 GMT https://dev.to/coderabbitai/we-asked-coderabbit-to-talk-to-us-like-your-disappointed-mom-it-did-4a38 Have you truly lived before an AI reviewer has told you, “I ran this locally and my laptop filed for... Mon, 01 Sep 2025 16:44:57 GMT https://dev.to/arindam_1729/build-an-ai-image-to-video-creator-app-with-nextjs-and-eachlabs-3fi3 AI video generation has come a long way, with new models like Google's Veo showing just how far the... Wed, 27 Aug 2025 18:11:34 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-august-2025-edition-3eia August was packed with updates focused on performance, security, and user experience. Here’s... Fri, 22 Aug 2025 15:39:36 GMT https://dev.to/copilotkit/end-to-end-github-workflow-agents-crewai-ui-copilotkit-automation-composio-36aa TL;DR In this article, you will learn how to build a production-ready MCP server that... Thu, 31 Jul 2025 13:17:22 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-july-2025-edition-3il7 From unit test generation to report automation and improved static analysis, here’s everything we... Wed, 30 Jul 2025 14:14:35 GMT https://dev.to/arindam_1729/beginner-friendly-guide-to-aws-strands-agents-p76 I've been exploring AWS Strands Agents recently, it's their open-source SDK for building AI agents... Tue, 29 Jul 2025 15:39:33 GMT https://dev.to/arindam_1729/i-built-an-agentic-deep-researcher-its-mcp-server-312p Finding and analyzing quality information on the internet takes hours. So I built something... Tue, 22 Jul 2025 14:01:44 GMT https://dev.to/forgecode/everything-you-need-to-know-about-grok-4-5524 You might have already heard about the release of Grok 4, the latest breakthrough from Elon Musk’s... Fri, 18 Jul 2025 07:04:24 GMT https://dev.to/coderabbitai/good-code-review-advice-doesnt-come-from-threads-with-in-them-4p64 Code reviews used to be a quiet, dignified affair—an async ritual where you thoughtfully (or passive... Wed, 16 Jul 2025 22:00:51 GMT https://dev.to/coderabbitai/whats-new-in-coderabbit-may-july-2025-cbp From better static analysis to smarter test generation: here’s everything we shipped in the last 90... Fri, 11 Jul 2025 10:23:16 GMT https://dev.to/coderabbitai/what-percentage-of-your-code-should-be-ai-generated-ae8 We’ll come clean: That title is mostly clickbait. This isn’t an article where we tell you that 20%... Wed, 09 Jul 2025 18:30:00 GMT https://dev.to/coderabbitai/2025-the-year-of-the-ai-dev-tool-tech-stack-38me In April, Microsoft and Google announced that AI is generating 30% of the code at their companies.... Tue, 01 Jul 2025 14:40:53 GMT https://dev.to/arindam_1729/how-to-test-software-in-this-ai-era-with-kaneai-5fg2 Most developers would agree that writing tests is more stressful than writing code itself. We often... Wed, 25 Jun 2025 10:03:47 GMT https://dev.to/arindam_1729/60-70-of-yc-x25-agent-startups-are-using-typescript-g6i I recently saw a tweet from Sam Bhagwat (Mastra AI's Founder) which mentions that around 60–70% of YC... Mon, 09 Jun 2025 15:12:07 GMT https://dev.to/arindam_1729/i-built-an-ai-agent-that-finds-jobs-for-me-5427 In this current market, finding a job that suits you is Super Hard! Recently, I was exploring the... Mon, 02 Jun 2025 07:24:41 GMT https://dev.to/arindam_1729/how-to-implement-mentions-and-comments-with-firebase-auth-using-velt-36nl Introduction Modern web applications thrive on user engagement. The more users interact... Wed, 28 May 2025 14:53:23 GMT