AI engineering notes & guides
Forward deployed engineering, AI consulting and RAG — with practical examples, project decisions and implementation notes.
Explore AI delivery by topic
Practical guides for building AI systems and choosing the right engineering support.
Forward deployed engineering
Understand the role, choose an engagement and define what delivery includes.
- Forward Deployed Engineer: What the Role Involves and When to Hire One
- AI Project Delivery Roadmap: From Scope to Production
- How to Hire a Forward Deployed Engineer: Scope, Trial and Handover
- The Fractional Forward Deployed Engineer Engagement Model: How It Actually Runs (2026)
OnwardStellarMIND: chat-to-SQLHire an FDEFractional FDE engagement
AI engineering
Scope useful AI features, integrate existing systems and agree on acceptance tests.
AI consulting
Make build decisions, assess delivery risks and budget a bounded implementation.
- AI Project Delivery Roadmap: From Scope to Production
- Why AI Pilots Fail to Reach Production: A Release Decision Guide
- RAG Implementation Cost: A Worked Budget You Can Recalculate
- Hiring a Freelance AI Engineer: Scope and Acceptance Criteria (2026)
OnwardReview the project portfolioAI delivery consultingMCP integration consulting
RAG systems
Build retrieval over your data, evaluate access boundaries and model operating costs.
All articles
- Open AI Project Delivery RoadmapAI Project Delivery RoadmapFrom Scope to Production10 min readOct 2026
- Open RAG EvaluationRAG EvaluationA Runnable Retrieval and Permissions Harness7 min readOct 2026
- Open RAG Implementation CostRAG Implementation CostA Worked Budget You Can Recalculate6 min readOct 2026
- Open Hiring a Freelance AI EngineerHiring a Freelance AI EngineerScope and Acceptance Criteria (2026)14 min readOct 2026
- Open Why AI Pilots Fail to Reach ProductionWhy AI Pilots Fail to Reach ProductionA Release Decision Guide12 min readOct 2026
- Open GPT-6.1 Sol vs Claude Sonnet 5.5GPT-6.1 Sol vs Claude Sonnet 5.5Which Costs Less for a Coding Agent? (2026)13 min readSep 2026
- Open Freelance FDE vs Fractional EngineerFreelance FDE vs Fractional EngineerA Buyer Decision Guide (2026)12 min readSep 2026
- Open The Fractional Forward Deployed Engineer Engagement ModelThe Fractional Forward Deployed Engineer Engagement ModelHow It Actually Runs (2026)14 min readSep 2026
- Open Claude Code and AGENTS.md in 2026Claude Code and AGENTS.md in 2026Which Instruction File Actually Loads12 min readSep 2026
- Open This Week in AI DevThis Week in AI DevFrontier Prices Halved and a 27B Model Fit in 6GB (Week 39 of 2026)7 min readSep 2026
- Open Open-Weights Jev Alternatives (2026)Open-Weights Jev Alternatives (2026)Which Decision Model To Actually Ship13 min readSep 2026
- Open Forward Deployed Engineer vs Solutions Engineer vs ConsultantForward Deployed Engineer vs Solutions Engineer vs ConsultantWho Do You Actually Need in 2026?15 min readSep 2026
- Open Qwen-Image-2.1 Commercial UseQwen-Image-2.1 Commercial UseThe License Problem and What to Ship Instead (2026)13 min readSep 2026
- Open Fractional AI Engineer vs Full-Time HireFractional AI Engineer vs Full-Time HireHow to Decide (2026)15 min readOct 2026
- Open How to Hire a Forward Deployed EngineerHow to Hire a Forward Deployed EngineerScope, Trial and Handover8 min readOct 2026
- Open How to Audit an Agent Skill Before You Install It (2026 Playbook)How to Audit an Agent Skill Before You Install It (2026 Playbook)Cloudflare, Alibaba and Tencent all shipped official Agent Skills this week, and `npx skills add` now installs to 78 different agents12 min readSep 2026
- Open NVIDIA RTX PRO 5500 BlackwellNVIDIA RTX PRO 5500 BlackwellWhat Actually Fits in 84GB for Local LLMs (2026)11 min readSep 2026
- Open DeepSeek V4.1 Flash Hardware RequirementsDeepSeek V4.1 Flash Hardware RequirementsThe 510GB Model Everyone Is Calling 8B (2026)14 min readSep 2026
- Open Forward Deployed EngineerForward Deployed EngineerWhat the Role Involves and When to Hire One10 min readOct 2026
- Open Qwen3.8-Flash-Next vs Qwen3.8-27BQwen3.8-Flash-Next vs Qwen3.8-27BThe Local Memory Math Behind the "12GB VRAM" Headline (2026)13 min readSep 2026
- Open This Week in AI DevThis Week in AI DevThe Price War Reaches Anthropic's Flagship (Week 35 of 2026)7 min readSep 2026
- Open Qwen3.8-27B as Your Local Coding AgentQwen3.8-27B as Your Local Coding Agent24GB Setup, Quant Pick, and Claude Code Wiring (2026)14 min readSep 2026
- Open DeepSeek-V4-Flash-Vision-Exp API GuideDeepSeek-V4-Flash-Vision-Exp API GuideLimits, Pricing, and the 800px Trap (2026)13 min readSep 2026
- Open DeepSeek Harness vs Claude Code vs Codex CLIDeepSeek Harness vs Claude Code vs Codex CLIThe v0.1 Developer Preview, Honestly — 202614 min readSep 2026
- Open This Week in AI DevThis Week in AI DevModels Day, Stolen Reasoning, and a $16,000 GPU (Week 33 of 2026)7 min readSep 2026
- Open Prime AgentPrime AgentThe RLM + Continual Harness Guide (And When to Skip It) — 202613 min readSep 2026
- Open Cloudflare Computer vs Cloudflare SandboxCloudflare Computer vs Cloudflare SandboxWhich Agent Runtime Should You Actually Use? (2026)13 min readSep 2026
- Open TencentDB Agent Memory v2.0 ReviewTencentDB Agent Memory v2.0 ReviewA Self-Hosted Team Memory Hub for AI Agents (2026)13 min readOct 2026
- Open Shieldstral vs Llama Guard vs OpenAI Moderation APIShieldstral vs Llama Guard vs OpenAI Moderation APIA Self-Hosted Content Moderation Guide (2026)12 min readSep 2026
- Open This Week in AI DevThis Week in AI DevEverything Got Smaller, and Six CVEs Turned Out to Be Fake (Week 32 of 2026)6 min readSep 2026
- Open DeepSeek DSpark in llama.cppDeepSeek DSpark in llama.cppHow to Get 2x Local Inference on V4-Flash-0731 (2026)12 min readSep 2026
- Open This Week in AI DevThis Week in AI DevAgent Skills Went GA, Then the Benchmark Landed (Week 31 of 2026)7 min readSep 2026
- Open OpenAI Codex Security vs Snyk vs Semgrep vs CodeQLOpenAI Codex Security vs Snyk vs Semgrep vs CodeQLWhat the New Open-Source Scanner Actually Changes (2026)13 min readSep 2026
- Open Block's Buzz (2026 Guide)Block's Buzz (2026 Guide)Self-Host the Workspace Where AI Agents Are Teammates, Not Bots12 min readSep 2026
- Open Gemini 3.6 Flash vs 3.5 Flash-LiteGemini 3.6 Flash vs 3.5 Flash-LiteWhich One to Ship — and the Price Hike Nobody Leads With (2026)12 min readSep 2026
- Open OmniRoute Review (2026)OmniRoute Review (2026)Is the 20k-Star Free AI Gateway Worth It vs OpenRouter & LiteLLM?11 min readSep 2026
- Open MCP Goes StatelessMCP Goes StatelessMigrate Your Server Before the 2026-07-28 Spec12 min readSep 2026
- Open The Anti-AI-Slop Design SkillThe Anti-AI-Slop Design SkillHow Hallmark Fixes Generic AI UI in 202611 min readSep 2026
- Open Apple SpeechAnalyzer vs WhisperApple SpeechAnalyzer vs WhisperOn-Device Speech-to-Text in 202611 min readSep 2026
- Open Inkling 975BInkling 975BThe Open-Weights Model Almost Nobody Should Self-Host (2026)12 min readSep 2026
- Open Bonsai 27BBonsai 27BA 27B Model on Your Phone — and the One Benchmark That Collapses (2026)12 min readSep 2026
- Open DeepSeek V4 API Migration GuideDeepSeek V4 API Migration GuideWhat Breaks on July 24, 2026 (and the 10-Minute Fix)13 min readSep 2026
- Open Stop Your AI Coding Agent Running rm -rfStop Your AI Coding Agent Running rm -rfCommand Guardrails Compared (2026)12 min readSep 2026
- Open GitLostGitLostThe Prompt-Injection Class Every AI Coding Agent Inherits — and How to Defend Yours (2026)10 min readSep 2026
- Open GPT-5.6 Sol vs Terra vs LunaGPT-5.6 Sol vs Terra vs LunaA Developer's Guide to Picking the Right Tier (2026)12 min readSep 2026
- Open AI Job-Search Agent on Claude CodeAI Job-Search Agent on Claude CodeInside the 15k-Star ai-job-search Framework (2026)9 min readSep 2026
- Open OfficeCLIOfficeCLIGive AI Agents Real Control of Word, Excel & PowerPoint (2026 Guide)12 min readSep 2026
- Open NVIDIA LocateAnything-3BNVIDIA LocateAnything-3BThe Open Visual Grounding Model That Beats YOLO (2026 Guide)11 min readSep 2026
- Open Safari MCP ServerSafari MCP ServerApple's Official Debugger vs the Community Tools (2026 Guide)11 min readSep 2026
- Open StrixStrixThe Open-Source AI Pentester That Proves Every Bug (2026 Guide)13 min readSep 2026
- Open Baidu Unlimited-OCRBaidu Unlimited-OCRThe Open-Source Model That Reads 40+ Page Documents in One Pass (2026)13 min readSep 2026
- Open Ornith-1.0Ornith-1.0The Self-Improving Open-Source Coding Model, Tested (2026)10 min readSep 2026
- Open Best Open-Source Deep Research Agent to Self-Host in 2026 (Onyx vs DeerFlow vs Perplexica)Best Open-Source Deep Research Agent to Self-Host in 2026 (Onyx vs DeerFlow vs Perplexica)An open-source deep research agent now sits at #1 on DeepResearch Bench — ahead of OpenAI, Gemini, and Perplexity11 min readSep 2026
- Open Microsoft Agent Framework vs LangGraph vs CrewAIMicrosoft Agent Framework vs LangGraph vs CrewAIWhich to Use Now That AutoGen Is Dead (2026)12 min readSep 2026
- Open Gemini Computer Use vs Claude vs OpenAIGemini Computer Use vs Claude vs OpenAIBest Browser Agent 202612 min readSep 2026
- Open GLM-5.2 vs Claude Opus 4.8GLM-5.2 vs Claude Opus 4.8Should You Switch Your Coding Agent? (2026)12 min readSep 2026
- Open Gemini Interactions APIGemini Interactions APIThe Migration Guide from generateContent (2026)11 min readSep 2026
- Open Mistral OCR 4 vs AWS Textract vs Google Document AIMistral OCR 4 vs AWS Textract vs Google Document AIThe Cheapest Accurate Document API (2026)13 min readSep 2026
- Open This Week in AI DevThis Week in AI DevOpen Weights Catch the Frontier While the Agent Stack Grows Plumbing (Week 26 of 2026)7 min readSep 2026
- Open Sakana FuguSakana FuguThe Orchestration Model That Commands Other LLMs (2026)12 min readSep 2026
- Open VibeThinker-3BVibeThinker-3BA 3B Reasoning Model That Rivals 671B Giants (2026)12 min readSep 2026
- Open DeepSeek V4 VisionDeepSeek V4 VisionThe Cheapest Multimodal API to Ship in Production (2026)12 min readSep 2026
- Open MCP Server Authentication in 2026MCP Server Authentication in 2026OAuth 2.1, Zero-Touch Enterprise OAuth, and What to Actually Ship13 min readSep 2026
- Open WebMCP Guide 2026WebMCP Guide 2026Turn Your Website Into Tools for Browser AI Agents11 min readSep 2026
- Open Best Local LLM for Coding in 2026Best Local LLM for Coding in 2026When It Actually Replaces Claude and GPT12 min readSep 2026
- Open AI Agent Memory vs Context WindowAI Agent Memory vs Context WindowWhy a Bigger Window Isn't Memory (2026)13 min readSep 2026
- Open Kimi K2.7-Code vs Claude Opus 4.8 and GPT-5.5Kimi K2.7-Code vs Claude Opus 4.8 and GPT-5.5Is the 1T Open Coding Model Worth It? (2026)12 min readSep 2026
- Open AI Agent Payments in 2026AI Agent Payments in 2026x402 vs AP2 — How to Let Your Agent Actually Pay12 min readSep 2026
- Open OpenCode vs Claude Code vs CursorOpenCode vs Claude Code vs CursorThe Best AI Coding Agent in 2026?12 min readSep 2026
- Open DiffusionGemmaDiffusionGemmaText Diffusion LLMs Explained, and When to Actually Use One (2026)11 min readSep 2026
- Open How to Run DiffusionGemma LocallyHow to Run DiffusionGemma LocallyA vLLM Serving Guide for RTX 5090 and H100 (2026)11 min readSep 2026
- Open Claude Fable 5Claude Fable 5Pricing, the API, and When to Use It vs Opus 4.8 (2026)11 min readSep 2026
- Open This Week in AI DevThis Week in AI DevCodex Builds Apps, the Open-Weight Frontier Explodes, and Anthropic Meters the Agent SDK (Week 24 of 2026)6 min readSep 2026
- Open What Is Harness Engineering? OpenAI’s Agent-First Codex Playbook (2026)What Is Harness Engineering? OpenAI’s Agent-First Codex Playbook (2026)Harness engineering is the discipline of building the scaffolding — docs, golden rules, custom linters, and agent-to-agent review loops — that lets AI coding agents ship reliable software at scale12 min readSep 2026
- Open Open Notebook vs Khoj vs SurfSenseOpen Notebook vs Khoj vs SurfSenseBest Self-Hosted NotebookLM Alternative (2026)12 min readSep 2026
- Open NVIDIA RTX Spark + WindowsNVIDIA RTX Spark + WindowsWhat Microsoft’s Local-AI Superchip Means for Developers (2026)12 min readSep 2026
- Open AI Agent Memory in 2026AI Agent Memory in 2026Mem0 vs Zep vs Letta vs MemPalace (Open-Source, Benchmarked)13 min readSep 2026
- Open Claude AI Vulnerability ScannerClaude AI Vulnerability ScannerAnthropic's Open-Source Code-Security Harness (2026)12 min readSep 2026
- Open Cut LLM Token Costs Up to 90% with Context Compression (2026)Cut LLM Token Costs Up to 90% with Context Compression (2026)Headroom hit #1 on GitHub Trending on June 4, 2026 with a tool that compresses tool outputs, logs, and RAG chunks before they reach the model — cutting input tokens up to 92%11 min readSep 2026
- Open This Week in AI DevThis Week in AI DevClaude Opus 4.8, Copilot Goes Token-Metered, MCP's Stateless Next Spec (Week 23 of 2026)6 min readSep 2026
- Open Claude Code Dynamic WorkflowsClaude Code Dynamic WorkflowsA Hands-On Guide for Developers (2026)12 min readSep 2026
- Open OpenRouter vs LiteLLM vs PortkeyOpenRouter vs LiteLLM vs PortkeyWhich LLM Gateway for Your AI MVP? (2026)13 min readSep 2026
- Open AI-Generated Code Anti-PatternsAI-Generated Code Anti-Patterns9 Production Bugs Hiding in Vibe-Coded Apps (2026)12 min readSep 2026
- Open Claude Opus 4.8 vs 4.7 for DevelopersClaude Opus 4.8 vs 4.7 for DevelopersWhat Changed and Should You Upgrade (2026)11 min readSep 2026
- Open Build a Secure MCP Server in TypeScriptBuild a Secure MCP Server in TypeScriptThe Post-Copilot Defense Playbook (2026)13 min readSep 2026
- Open Gemini CLI Shuts Down June 18, 2026Gemini CLI Shuts Down June 18, 2026Antigravity CLI Migration + 4 Alternatives Worth Switching To14 min readSep 2026
- Open DeepSeek V4 Pro vs Claude Sonnet 4.6 vs GPT-5.5DeepSeek V4 Pro vs Claude Sonnet 4.6 vs GPT-5.5The Real MVP Cost in 202613 min readSep 2026
- Open PostHog vs Mixpanel vs AmplitudePostHog vs Mixpanel vs AmplitudeBest Product Analytics for India MVP (2026)13 min readSep 2026
- Open Claude Code Plugins in 2026Claude Code Plugins in 2026The Context-Engineering Stack Indie Devs Are Actually Installing12 min readSep 2026
- Open Hire iOS Developer India 2026Hire iOS Developer India 2026Founding Engineer vs Agency vs Swift Freelancer (Real Cost)13 min readSep 2026
- Open Resend vs SendGrid vs AWS SES for India MVPs in 2026Resend vs SendGrid vs AWS SES for India MVPs in 2026Real Cost on 10K Transactional Emails14 min readSep 2026
- Open Hire Flutter Developer India 2026Hire Flutter Developer India 2026Founding Engineer vs Agency vs FlutterFlow (Real Cost)13 min readSep 2026
- Open LangGraph vs CrewAI vs AutoGenLangGraph vs CrewAI vs AutoGenWhich Multi-Agent Framework Wins for India MVPs in 202613 min readSep 2026
- Open Hire React Native Developer India 2026Hire React Native Developer India 2026Founding Engineer vs Agency vs Freelance (Real Cost)12 min readSep 2026
- Open Drizzle vs Prisma vs TypeORMDrizzle vs Prisma vs TypeORMReal ORM Pick for India MVP 202614 min readSep 2026
- Open OpenAI vs Claude vs Gemini APIOpenAI vs Claude vs Gemini APIReal Cost for India MVP 202615 min readSep 2026
- Open Pinecone vs Qdrant vs pgvectorPinecone vs Qdrant vs pgvectorWhich Vector DB for India RAG MVP (2026)14 min readSep 2026
- Open Vercel vs Railway vs HetznerVercel vs Railway vs HetznerIndia MVP Hosting Cost & Latency (2026)13 min readSep 2026
- Open Clerk vs Supabase Auth vs Better-AuthClerk vs Supabase Auth vs Better-AuthWhich to Pick for India MVP (2026)13 min readSep 2026
- Open Supabase vs Firebase for Indian MVPs in 2026Supabase vs Firebase for Indian MVPs in 2026Real Cost on 10K MAU12 min readSep 2026
- Open Self-Host n8n vs Zapier for Indian MVPs in 2026Self-Host n8n vs Zapier for Indian MVPs in 2026Real Cost on 50K Operations/Month11 min readSep 2026
- Open Razorpay vs Stripe for Indian MVPs in 2026Razorpay vs Stripe for Indian MVPs in 2026Real Cost on a 100-User Month9 min readSep 2026
- Open Claude Code vs Hiring a Developer in 2026Claude Code vs Hiring a Developer in 2026$20 CLI or $80K Engineer?11 min readSep 2026
- Open v0 by Vercel vs Hiring a Developer in 2026v0 by Vercel vs Hiring a Developer in 2026When Generative UI Hits the Day-30 Wall13 min readSep 2026
- Open Replit Agent vs Hiring a Developer in 2026Replit Agent vs Hiring a Developer in 2026Browser IDE Autonomy or Founding Engineer?11 min readSep 2026
- Open Devin AI vs Hiring a Developer in 2026Devin AI vs Hiring a Developer in 2026$20/Month Agent or Founding Engineer?10 min readSep 2026
- Open Cursor AI vs Hire Developer 2026Cursor AI vs Hire Developer 2026When $200 Plan Hurts More13 min readSep 2026
- Open Bolt.new vs Hire Developer 2026Bolt.new vs Hire Developer 2026When AI Builder Hits Limits12 min readSep 2026
- Open Hire AI Engineer India 2026Hire AI Engineer India 2026Real Cost, Stack, Sprint Alternative13 min readSep 2026
- Open Hire Technical Co-Founder India 2026Hire Technical Co-Founder India 2026Cost, Equity, Alternative11 min readSep 2026
- Open Founding Engineer Equity 2026Founding Engineer Equity 2026How Much to Negotiate (India)11 min readSep 2026
- Open Retool vs Custom Internal Tool in 2026Retool vs Custom Internal Tool in 2026When to Buy, When to Build, When to Hire9 min readSep 2026
- Open Your Supabase RLS Just Leaked Production DataYour Supabase RLS Just Leaked Production DataThe 5 Bugs Every Vibe-Coded App Hits in 202610 min readSep 2026
- Open 6-Week MVP Sprint6-Week MVP SprintWeek-by-Week Breakdown of What Actually Ships11 min readSep 2026
- Open 6-Week MVP Tech Stack in 20266-Week MVP Tech Stack in 2026The Boring Choices That Actually Ship12 min readSep 2026
- Open What a $15K MVP Actually IncludesWhat a $15K MVP Actually Includesvs. the $50K Agency Quote You Just Got11 min readSep 2026
- Open 6-Week MVP Sprint vs 3-Month Agency Build6-Week MVP Sprint vs 3-Month Agency BuildWhich One Actually Ships First in 2026?11 min readSep 2026
- Open Hire a Founding Engineer in IndiaHire a Founding Engineer in IndiaDirect vs Toptal, Arc, Uplers in 202612 min readSep 2026
- Open Lovable App Production BugsLovable App Production Bugs5 Fixes Need a Real Engineer (2026)11 min readSep 2026
- Open April 2026 AI News DecodedApril 2026 AI News Decoded7 Stories That Actually Change What Founders Should Build11 min readSep 2026
- Open Founding Engineer vs Fractional CTO in 2026Founding Engineer vs Fractional CTO in 2026Which One Does Your Startup Actually Need?12 min readSep 2026
- Open The Best Lovable Alternative in 2026 Is Not Another AI BuilderThe Best Lovable Alternative in 2026 Is Not Another AI BuilderIt Is a Developer Who Can Read the Code11 min readSep 2026
- Open Founding Engineer vs Lovable in 2026Founding Engineer vs Lovable in 2026When $180K Beats $25/mo11 min readSep 2026
- Open India vs US MVP Developer Cost in 2026India vs US MVP Developer Cost in 2026$18K or $120K for the Same App?11 min readSep 2026
- Open Vibe Coding vs Hiring a DeveloperVibe Coding vs Hiring a DeveloperWhen Lovable, Bolt, and Cursor Stop Being Enough11 min readSep 2026
- Open How I Built an Enterprise Deal Matching Platform with Spring Boot + Next.js + GPT-4oHow I Built an Enterprise Deal Matching Platform with Spring Boot + Next.js + GPT-4oArchitecture deep-dive into SynFlow — a full-stack intelligence platform that matches deals to profiles using rule-based scoring and AI-powered profile extraction from LinkedIn text.10 min readSep 2026
- Open Cloud-First AI Is Dead. I Built a Fully Offline AI App to Prove It.Cloud-First AI Is Dead. I Built a Fully Offline AI App to Prove It.Google just shipped an offline AI dictation app8 min readSep 2026
- Open ₹805 Crore Lost to UPI Fraud This Year. I Built an Offline Scam Detector That Needs Zero Internet.₹805 Crore Lost to UPI Fraud This Year. I Built an Offline Scam Detector That Needs Zero Internet.1 in 5 Indian families have been hit by UPI fraud9 min readSep 2026
- Open Building an Android Finance Tracker with SMS Auto-ImportBuilding an Android Finance Tracker with SMS Auto-ImportKotlin + Jetpack Compose9 min readSep 2026
- Open Building a Multi-Tenant Retail SaaS with Spring Boot 3.4 + Java 21Building a Multi-Tenant Retail SaaS with Spring Boot 3.4 + Java 2112-Module Architecture11 min readSep 2026
- Open I Built a 12-Module Multi-Tenant SaaS Platform Alone. Here's the Architecture That Made It Possible.I Built a 12-Module Multi-Tenant SaaS Platform Alone. Here's the Architecture That Made It Possible.The SaaS market hits $465B in 2026 and 70% of vendors use multi-tenancy11 min readSep 2026
- Open Building an Offline-First Trip Planner with React Native + WatermelonDB + Offline MapsBuilding an Offline-First Trip Planner with React Native + WatermelonDB + Offline MapsArchitecture decisions behind TripHive — a collaborative trip planner that works without internet using WatermelonDB, PowerSync, and MapLibre with downloadable offline tiles.10 min readSep 2026
- Open Building an On-Device AI Scam Detector for AndroidBuilding an On-Device AI Scam Detector for AndroidGemma 4 + LiteRT + Regex Fallback11 min readSep 2026
- Open Building a Family Budget App with 8 Financial ModulesBuilding a Family Budget App with 8 Financial ModulesKotlin + Jetpack Compose, Fully Offline10 min readSep 2026
- Open Building a Multi-Language React Native App with Expo SDK 52Building a Multi-Language React Native App with Expo SDK 52SanatanApp Architecture9 min readSep 2026
- Open Streaming Audio in React NativeStreaming Audio in React Nativeexpo-av with Public Domain Sources7 min readSep 2026
- Open From Idea to Play StoreFrom Idea to Play StoreShipping SanatanApp in 4 Weeks8 min readSep 2026
- Open How Much Does It Cost to Build a Mobile App in India? Real Numbers from a Developer (2026)How Much Does It Cost to Build a Mobile App in India? Real Numbers from a Developer (2026)Honest cost breakdown for building Android and iOS apps in India — from a freelance developer who has shipped apps to Play Store15 min readSep 2026
- Open How to Build an AI Chatbot for Your BusinessHow to Build an AI Chatbot for Your BusinessArchitecture, Cost & What Actually Works (2026)16 min readSep 2026
- Open Freelance Developer vs Agency in IndiaFreelance Developer vs Agency in IndiaAn Honest Comparison from the Developer Side15 min readSep 2026
- Open Spring Boot vs Node.js for Your Startup Backend (2026)Spring Boot vs Node.js for Your Startup Backend (2026)An honest comparison of Spring Boot and Node.js for startup backends — performance, hiring, ecosystem, and when each one actually makes sense.7 min readSep 2026
- Open How to Build a SaaS MVP in 2026How to Build a SaaS MVP in 2026Complete Tech Stack Guide9 min readSep 2026
- Open React Native vs Flutter in 2026React Native vs Flutter in 2026Which One for Your App?7 min readSep 2026
- Open WhatsApp Business API Integration Guide for Indian StartupsWhatsApp Business API Integration Guide for Indian StartupsA practical guide to integrating WhatsApp Business API for Indian startups — providers, costs, message templates, and building automated bots that actually convert.8 min readSep 2026
- Open PostgreSQL vs MongoDBPostgreSQL vs MongoDBWhich Database for Your Startup? (2026)7 min readSep 2026
- Open How to Add AI to Your Existing Business AppHow to Add AI to Your Existing Business AppWithout Rebuilding Everything8 min readSep 2026
- Open How to Hire a Software DeveloperHow to Hire a Software Developer10 Questions to Ask Before Signing7 min readSep 2026
- Open How to Build an App Like Uber or ZomatoHow to Build an App Like Uber or ZomatoArchitecture & Real Costs8 min readSep 2026
- Open Why Your MVP Should Cost Under $10,000Why Your MVP Should Cost Under $10,000And How to Make It Happen7 min readSep 2026
- Open Microservices vs Monolith for StartupsMicroservices vs Monolith for StartupsStop Overengineering7 min readSep 2026
- Open AWS Bedrock vs OpenAIAWS Bedrock vs OpenAIWhich One to Pick for Your Startup (With Real Costs)9 min readSep 2026
- Open RAG for SQL GenerationRAG for SQL GenerationSchema Context and Acceptance Tests7 min readOct 2026
- Open Building an MCP Server with Spring BootBuilding an MCP Server with Spring BootA Practical Guide10 min readOct 2026
- Open Offline-First PWA PatternsOffline-First PWA PatternsService Workers, IndexedDB, and Background Sync7 min readSep 2026