Evergreen guides on building AI products, AI-native product management, and running your work on Claude agents. By Debashis Nayak.https://productsdecoded.com/https://productsdecoded.com/blog/ai-in-production-is-a-product-job/https://productsdecoded.com/blog/ai-in-production-is-a-product-job/A one-line config change killed every paid order on my busiest day. The real fix was a product decision, not a code one. What running AI in production actually takes.Mon, 27 Jul 2026 00:00:00 GMTAI in productionproduct managementLLMAI agentsAI product managementhttps://productsdecoded.com/blog/specificity-is-the-only-moat-left-on-linkedin/https://productsdecoded.com/blog/specificity-is-the-only-moat-left-on-linkedin/AI writes the posts and AI writes the comments. The one thing the loop can't produce is specificity, and it's the only edge a real creator has left on the feed.Sun, 07 Jun 2026 00:00:00 GMTAI contentLinkedIncontent strategyAI writingpersonal brandhttps://productsdecoded.com/blog/everyone-is-vibe-coding-nobody-is-getting-paid/https://productsdecoded.com/blog/everyone-is-vibe-coding-nobody-is-getting-paid/Building has never been faster or cheaper. The monetization rate hasn't moved. Why the first paying customer is still the hard part, from someone who shipped 100+ products.Mon, 18 May 2026 00:00:00 GMTvibe codingAI productsmonetizationstartupproduct-market fithttps://productsdecoded.com/blog/built-my-own-dictation-app-gemma-3-local/https://productsdecoded.com/blog/built-my-own-dictation-app-gemma-3-local/A 1-billion-parameter model running locally on an M1 MacBook cleaned up my transcriptions well enough to cancel a subscription. The build-vs-buy math for small AI tools just changed.Sun, 17 May 2026 00:00:00 GMTGemma 3local LLMApple Siliconbuild vs buyAI toolshttps://productsdecoded.com/blog/use-your-own-product-or-you-already-know-the-answer/https://productsdecoded.com/blog/use-your-own-product-or-you-already-know-the-answer/If the person who built the product routes around its broken parts, they've cut themselves off from the exact friction their users feel. On dogfooding, and why it's uncomfortable on purpose.Fri, 15 May 2026 00:00:00 GMTdogfoodingproduct managementretentionSaaSfounderhttps://productsdecoded.com/blog/clone-your-voice-locally-free-voxcpm/https://productsdecoded.com/blog/clone-your-voice-locally-free-voxcpm/A step-by-step guide to local voice cloning on Apple Silicon with the open-source VoxCPM2. No API keys, no subscription, no cloud. Reference audio, style prefixes, and the normalize step nobody mentions.Sun, 19 Apr 2026 00:00:00 GMTvoice cloningVoxCPM2Apple Siliconopen sourcetext to speechhttps://productsdecoded.com/blog/ran-8-ai-agents-overnight-50-bugs/https://productsdecoded.com/blog/ran-8-ai-agents-overnight-50-bugs/The night before launch, I ran eight specialized Claude agents against my own codebase and woke up to 50 real issues, including a race condition that let users steal credits. The leverage isn't smarter code. It's that agents don't inherit your blind spots.Thu, 16 Apr 2026 00:00:00 GMTAI agentscode auditClaude Codesolo foundersoftware qualityhttps://productsdecoded.com/blog/300-ai-resume-roasts-why-pms-get-screened-out/https://productsdecoded.com/blog/300-ai-resume-roasts-why-pms-get-screened-out/300 scored resume-vs-JD reports showed me exactly why the same experience passed generic PM roles and failed the fintech ones I wanted. Same numbers, wrong framing. What ATS tailoring actually is, and what it isn't.Tue, 14 Apr 2026 00:00:00 GMTresumeATSAI resumejob searchproduct managementhttps://productsdecoded.com/blog/after-200-applications-why-pms-cant-get-pm-jobs/https://productsdecoded.com/blog/after-200-applications-why-pms-cant-get-pm-jobs/PMs are trained to credit the team and own the failures. It's the right way to lead and it's career suicide on a resume. What nine months and 200+ applications taught me about why product managers can't get product jobs.Mon, 13 Apr 2026 00:00:00 GMTproduct managementjob searchcareerPM resumehiring