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by far the biggest misconception though… Is that people assume their app code is private 😬 You basically have to assume that anybody can take your app, decompile it, and view the code Same goes with web apps. If you store any environment variables or credentials, it's pretty easy for someone to find them If you make any calls directly from the front end, you also have to assume someone can find those and deconstruct them The number one mistake I'm seeing is people making API calls from the front end and passing in sensitive environment variables in there. Like API keys for AI providers, for example 🙅♂️ This is also a big reason why people have a problem with providers like Supabase and Firebase. They make extremely sensitive calls from the front end directly to the database and the only protection layer is real level security or Firebase security rules One slight misconfiguration could leave you completely exposed and anybody who figures out your endpoints can start manipulating and viewing sensitive data The best thing you can do is to move all sensitive calls and ideally even all database reads to a backend service that they can't snoop around #softwaredeveloper #coding #appdesign

ok so why couldn’t I stay on the free tier of supabase 👀 My traffic is low enough to 100% stay on it, but I ran into an issue where a few internet providers were blocking the Supabase database domain name So users couldn't access the app at all 🫠 I tracked it down and figured out this is what was happening. The only solution was to upgrade to the paid tier to get a custom domain 🙄 I'm shocked nobody else is talking about this, and really fortunate people reported the issue to me. They really do need to fix this though #softwaredeveloper #coding #appdesign

System Design day 3 🚀🚀 Spinning off with API security #technology #development #fyp #coding #software

there was one cheaper method… The absolute cheapest method was using Gemini 2.5 flash lite with a very cheap SERP API I was able to get the cost about 20% lower, but the speed took such a dramatic hit, it definitely wasn't worth it This is people's first thought: just use some sort of third-party SERP, but the trade-off is very real Unfortunately, even things like EXA we were just way too expensive. Even though EXA on paper is cheaper, you still need to fetch each page which costs an additional few cents per page on EXA. So, it just didn't make sense. #softwaredeveloper #coding #appdesign

When designing apps like TikTok or Instagram, storing videos directly in the database isn't ideal. Instead, use blob storage like Azure Blob Storage or Amazon S3 buckets and save the reference URL in your DB.#softwareengineering

Comment "BACKEND" to get this full guide on setting up Supabase backends using MCP. This is the fastest way to build a backend for your apps using AI. You've used AI coders for apps. Front-end? Easy now. Backend? That's the hard part. I know. I tried it myself last week. Hours lost on databases. Frustrating. That's where Supabase MCP comes in. It acts as a bridge. Between Supabase and your AI. Like a smart helper in the middle. You create entire databases. Add tables. Run migrations. Deploy edge functions. All from Cursor. No code. Zero lines. The good news? It writes the code for you. Hooks your database to the front-end. Keeps everything in sync. Perfectly. Think of it like this. Your AI says, "Build user auth with real-time chat." Boom. Done. Like magic. Setup takes seconds. Add the MCP server in Cursor. Paste your Supabase access token. Ready. No more SQL copy-paste mess. Here's why it speeds you up: Prototype full apps in hours. Real-time updates flow easy. Scales to millions. No sweat. I recently asked my AI in Cursor: "Set up a chat backend." Took 2 minutes. Shipped it same day. Backend hurdles? Gone. Ship faster. Iterate easy. #supabase #vibecoding #aicoding #cursorai #backenddevelopment #aitools #ainews #aiindia #aicommunity

Comment “FIX” and I’ll send you the AI SaaS Security Playbook 🔐 Vibe coding makes building fast easy. But weak security makes your SaaS easy to hack. Most AI-built apps ship with hidden vulnerabilities: no rate limiting, exposed API keys, weak authorization, bad CORS settings, and no input validation. If you’re building a SaaS with AI tools in 2026, backend security is not optional. Speed helps you launch. Security helps you survive. . . [ AI SaaS security guide for solo founders. Learn how to secure your vibe-coded app, fix backend vulnerabilities, protect API keys, implement RBAC, and prevent common AI-generated security mistakes before launching your startup. ] #SaaS #BuildInPublic #IndieHacker #AIStartup #VibeCoding

If you are a non technical founder trying to vibe code, here’s 7 pillar of App Architecture you need to know. Comment “Pillar” and I’ll send you the guide #ai #founders #saas #development

Why knowing front-end basics makes your AI-generated apps actually work. You’re using Cursor, V0, or Bolt to build your SaaS. The AI spits out code. You copy-paste. It works... until it doesn’t. Here’s what happens when you vibe code without understanding front-end: Your landing page looks perfect on desktop but breaks on mobile. You can’t figure out why because you don’t know what responsive design is. You ask AI to “add a button” and it generates 50 lines of code when you needed 5. Your app gets bloated and slow. Something breaks. You regenerate the entire component instead of fixing one line. You waste hours going in circles. You want to tweak the spacing or colors but you’re scared to touch the CSS because you don’t know what will break. Here’s what changes when you learn the basics: You write better prompts. Instead of “make it look good,” you say “use flexbox for the layout, make it responsive with mobile-first breakpoints.” You can debug. When something breaks, you know if it’s HTML structure, CSS styling, or JavaScript logic. You customize confidently. AI gives you 80% of what you need, and you can actually modify that last 20% yourself. You build faster. You’re not regenerating code 10 times because you can spot issues and fix them. What you actually need to know: 1. HTML basics - structure and semantic tags 2. CSS fundamentals - flexbox, grid, responsive design 3. JavaScript essentials - DOM manipulation, events, state 4. Component architecture - how modern frameworks organize code 5. The difference between static and dynamic content The outcome? Your AI tools become 10x more powerful. You go from “hoping it works” to actually understanding what you’re building. Your apps look professional, work on all devices, and don’t fall apart the moment you need to change something. Follow for more... #VibeCoding #AICoding #FrontendDevelopment #CursorAI #V0 SaaS BuildInPublic ReactJS WebDev StartupLife

Having Clarity of the status and health of your #app is not-up-for debates Are you a Tech Founder, Founder, startup, and developers ? Monitoring your App's health via third-party applications, third-party frameworks or engines is one of the most common way for Monitoring, analysis, logging. With just 31 line of code, add both #monitoringandloggin functionality, #rateLimiting to your #codebase frontend, backend, api database . ✔ no overhead ✔ 100% control ✔ 24/7 access ✔ useable both in dev and production ✔ simple logic implementation Looking to get a simpler solution instead of installing another library, Dm me for the sourcecode opensource

My Client Reaction 🤯 | Modern Ai SaaS website that get you hired ☠️ | Follow @devsaiful1 for more tips 💥 #programming #viralreels #website #webdesign #saas

Guess what I’m building? 👀 Backend is ready. Streaming works. Docker build done. Now the real question — Should I launch this as a SaaS 🚀 or make it Open Source 🔓 for the dev community? Comment your vote: SaaS or Open Source? 👇 Building in public. Deciding with you. AI SaaS startup Build in public journey AI backend development LLM application developmet System design for AI apps Open source vs SaaS #TechCreator #IndianDevelopers #FounderMindset #CodeLife #EngineerJourney
Top Creators
Most active in #supabase-ai
Reels Graph Intelligence.
Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #supabase-ai ecosystem.
Strategic Implementation
Our semantic engine has identified these specific pattern clusters as high-affinity matches for #supabase-ai. Integrated usage of #supabase-ai with strategic Reels tags like #supabase and #lovable ai app builder supabase integration is statistically linked to a significant increase in initial Reels discovery velocity.
In-Depth Hashtag Analysis: #supabase-ai
Expert Review • June 5, 2026 • Based on 12 Reels
Executive Overview
#supabase-ai is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 422,549 views— demonstrating healthy engagement activity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @chris.raroque with 284,839 total views. The hashtag's semantic network includes 7 related keywords such as #supabase, #lovable ai app builder supabase integration, #boltnew ai app builder supabase integration, indicating its position within a broader content cluster.
Viewership & Reach Analysis
The 12 reels in this dataset have generated a combined 422,549 views, translating to an average of 35,212 views per reel. This viewership level reflects a more community-focused reach, where content primarily circulates within a dedicated audience group.
The highest-performing reel in this dataset received 143,952 views. This viral outlier performance is 409% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.
Content Overview & Top Creators
The #supabase-ai ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @chris.raroque, has contributed 3 reels with a total viewership of 284,839. The top three creators — @chris.raroque, @sayed.developer, and @dk.mindset — together account for 93.2% of the total views in this dataset. The semantic network of #supabase-ai extends across 7 related hashtags, including #supabase, #lovable ai app builder supabase integration, #boltnew ai app builder supabase integration, #supabase ai sql editor. Creators often use these tags together to reach overlapping audiences.
Discoverability & Reach Potential
The discoverability metrics for #supabase-ai indicate an active content ecosystem. The average of 35,212 views per reel demonstrates consistent audience reach. For creators using #supabase-ai, authentic, niche-specific content that adds real value tends to perform well.
Analyst Verdict
#supabase-ai demonstrates the hallmarks of a steadily growing Instagram hashtag. With an average of 35,212 views per reel, the viewership metrics position this hashtag as a growing content category. Creators like @chris.raroque and @sayed.developer are leading the charge, setting viewership benchmarks for the community.
Frequently Asked Questions
Everything about #supabase-ai on Instagram
Global Reels Trends
Explore high-velocity Instagram Reels hashtags currently shaping global discovery.









