Blog
Playbooks from the Trenches
Notes on building, securing, and shipping SaaS products faster with production-ready boilerplates. Real experiences, real code, real results.
Investigating unauthorized access to GitHub-owned repositories
Read: Investigating unauthorized access to GitHub-owned repositories —A fundamental principle of aeronautical engineering has been overturned
Read: A fundamental principle of aeronautical engineering has been overturned —Boundary Value Analysis (BVA) in Software Testing.
Read: Boundary Value Analysis (BVA) in Software Testing. —Xolito: I built a VS Code extension that hides your screen when your boss walks by
"Shield your screen from prying eyes with a real-time productivity hack."
Intel’s comeback story is even wilder than it seems
Read: Intel’s comeback story is even wilder than it seems —I Spent 2 Weeks Using Suno AI as a Software Developer — Scary Stuff
Read: I Spent 2 Weeks Using Suno AI as a Software Developer — Scary Stuff —K3k: Kubernetes in Kubernetes
Read: K3k: Kubernetes in Kubernetes —ChatGPT Images 2.0 is a hit in India, but not a big winner elsewhere, yet
Read: ChatGPT Images 2.0 is a hit in India, but not a big winner elsewhere, yet —Microsoft issues emergency update for macOS and Linux ASP.NET threat
Read: Microsoft issues emergency update for macOS and Linux ASP.NET threat —US-sanctioned currency exchange says $15 million heist done by "unfriendly states"
Read: US-sanctioned currency exchange says $15 million heist done by "unfriendly states" —A Practical WordPress Cloud Workflow: Using Pantheon and the Block Editor
Streamline your SaaS development workflow with cloud-native services and DiggaByte.
IPv6 supera el 50% en Google por primera vez: LATAM aún está lejos
Read: IPv6 supera el 50% en Google por primera vez: LATAM aún está lejos —Bluesky confirms DDoS attack is cause of continued app outages
Read: Bluesky confirms DDoS attack is cause of continued app outages —Iran-linked hackers disrupt operations at US critical infrastructure sites
Read: Iran-linked hackers disrupt operations at US critical infrastructure sites —Thousands of consumer routers hacked by Russia's military
Read: Thousands of consumer routers hacked by Russia's military —The Complexity Trap: What Tainter Teaches Us About Agentic Systems
Preventing Technical Debt and Keeping Your Codebase Lean
France pulls last gold held in US for $15B gain
Read: France pulls last gold held in US for $15B gain —Beyond the Disk: Why PandaCloud is Now an Ephemeral RAM Cache Pool
Read: Beyond the Disk: Why PandaCloud is Now an Ephemeral RAM Cache Pool —The Prototype Tax: Why AI Makes Production-First Architecture the Smarter Default
Read: The Prototype Tax: Why AI Makes Production-First Architecture the Smarter Default —Nothing’s AI devices plan reportedly contains smart glasses and earbuds
Read: Nothing’s AI devices plan reportedly contains smart glasses and earbuds —Toyota’s Woven Capital appoints new CIO and COO in push for finding the ‘future of mobility’
Read: Toyota’s Woven Capital appoints new CIO and COO in push for finding the ‘future of mobility’ —GitHub for Beginners: Getting started with GitHub security
Read: GitHub for Beginners: Getting started with GitHub security —A Mysterious Numbers Station Is Broadcasting Through the Iran War
Mysterious numbers stations inspire SaaS developers to build robust and secure applications
I Gave Devin 10 Real Tasks. It Completed 3.
Create a robust AI-powered assistant for your SaaS application to automate tasks and enhance user experience.
OCR For construction documents does not work, we fixed it
Read: OCR For construction documents does not work, we fixed it —FTC Action Against Match and OkCupid for Deceiving Users, Sharing Personal Data
Read: FTC Action Against Match and OkCupid for Deceiving Users, Sharing Personal Data —Widely used Trivy scanner compromised in ongoing supply-chain attack
Read: Widely used Trivy scanner compromised in ongoing supply-chain attack —What If Your Hiring Agent Evolved Like Biology?
Efficiently source and integrate top talent into your SaaS development teams.
Ghostmoon.app – The Swiss Army Knife for your macOS menu bar
Build a leaner, more scalable SaaS product with a modular tech stack.
There is No Spoon. A software engineers primer for demystified ML
Read: There is No Spoon. A software engineers primer for demystified ML —SXSW rebounds as a top networking, ideas festival for founders and VCs
Read: SXSW rebounds as a top networking, ideas festival for founders and VCs —Researchers disclose vulnerabilities in IP KVMs from four manufacturers
Read: Researchers disclose vulnerabilities in IP KVMs from four manufacturers —Anthropic’s Claude popularity with paying consumers is skyrocketing
"Boost your SaaS product with AI-powered chatbots, integrating with popular tech stacks like Next.js and Prisma."
Show HN: Sheet Ninja – Google Sheets as a CRUD Back End for Vibe Coders
Read: Show HN: Sheet Ninja – Google Sheets as a CRUD Back End for Vibe Coders —Building AI-powered GitHub issue triage with the Copilot SDK
Read: Building AI-powered GitHub issue triage with the Copilot SDK —Designing a Memory System for Multi-Agent AI — Building 'Never-Forget' Agents with PostgreSQL + pgvector
Read: Designing a Memory System for Multi-Agent AI — Building 'Never-Forget' Agents with PostgreSQL + pgvector —What’s coming to our GitHub Actions 2026 security roadmap
Read: What’s coming to our GitHub Actions 2026 security roadmap —Anthropic Data Leak: How Ops Failures Undermine AI Safety
Updates to GitHub Copilot interaction data usage policy
Learn how to work with AI-powered tools like GitHub Copilot while maintaining security and control over your code.
Apple says no one using Lockdown Mode has been hacked with spyware
Read: Apple says no one using Lockdown Mode has been hacked with spyware —A year of open source vulnerability trends: CVEs, advisories, and malware
Read: A year of open source vulnerability trends: CVEs, advisories, and malware —Rethinking open source mentorship in the AI era
Optimize community engagement for SaaS projects without sacrificing stability or security.
Agent-to-agent pair programming
Elevate your coding experience with AI-powered pair programming
Schedule tasks on the web
Read: Schedule tasks on the web —Self-propagating malware poisons open source software and wipes Iran-based machines
Protect your SaaS build from open-source security risks with best practices and practical examples.
I Found 11 Security Gaps in My Own Bedrock Agent — Here's How I Fixed Them
Read: I Found 11 Security Gaps in My Own Bedrock Agent — Here's How I Fixed Them —A ‘pound of flesh’ from data centers: one senator’s answer to AI job losses
"Preparing your SaaS for the AI-driven future: strategies and best practices"
Goldman Sachs OA 2026 Interview Experience | HackerRank Questions + Solutions + Prep Guide
Read: Goldman Sachs OA 2026 Interview Experience | HackerRank Questions + Solutions + Prep Guide —A former Thiel fellow’s startup just launched a drone it says can replace police helicopters
Read: A former Thiel fellow’s startup just launched a drone it says can replace police helicopters —GitHub for Beginners: Getting started with GitHub Actions
Read: GitHub for Beginners: Getting started with GitHub Actions —Emil Michael, now a senior Pentagon official, says he’ll never forgive Uber investors who ousted him and Kalanick
Read: Emil Michael, now a senior Pentagon official, says he’ll never forgive Uber investors who ousted him and Kalanick —The Most Valuable Skill in 2026 Isn't Writing Code. It Is Deleting It
Read: The Most Valuable Skill in 2026 Isn't Writing Code. It Is Deleting It —FBI says Iranian hackers are using Telegram to steal data in malware attacks
Protect your SaaS from malicious actors with secure communication protocols and robust authentication mechanisms.
I Built a Redis Alternative in Rust — MnemeCache
Read: I Built a Redis Alternative in Rust — MnemeCache —NBomber Studio 0.6.2
Read: NBomber Studio 0.6.2 —A Decade of Slug
Read: A Decade of Slug —Addressing GitHub’s recent availability issues
Read: Addressing GitHub’s recent availability issues —WP Malware Sentinel: Signature-Based Scanning That Scales With the Threat Landscape
Protect your SaaS product from malware and security threats with effective strategies and best practices.
Another deep tech chip startup becomes a unicorn: Frore hits $1.64B
Elevate your SaaS game with next-gen tech stacks and modern development practices.
14,000 routers are infected by malware that's highly resistant to takedowns
Read: 14,000 routers are infected by malware that's highly resistant to takedowns —Continuous AI for accessibility: How GitHub transforms feedback into inclusion
Read: Continuous AI for accessibility: How GitHub transforms feedback into inclusion —How kernel anti-cheats work
Protecting your SaaS from cheating: anti-cheating measures and best practices.
As people look for ways to make new friends, here are the apps promising to help
Read: As people look for ways to make new friends, here are the apps promising to help —Nyne, founded by a father-son duo, gives AI agents the human context they’re missing
Read: Nyne, founded by a father-son duo, gives AI agents the human context they’re missing —Digg lays off staff and shuts down app as company retools
Read: Digg lays off staff and shuts down app as company retools —Please Do Not A/B Test My Workflow
Read: Please Do Not A/B Test My Workflow —GitHub availability report: February 2026
Read: GitHub availability report: February 2026 —The wild six weeks for NanoClaw’s creator that led to a deal with Docker
Read: The wild six weeks for NanoClaw’s creator that led to a deal with Docker —My Life Got 100x Better When I Stopped Thinking About Google
Read: My Life Got 100x Better When I Stopped Thinking About Google —The biggest AI stories of the year (so far)
Read: The biggest AI stories of the year (so far) —NASA targets Artemis II crewed moon mission for April 1 launch
Read: NASA targets Artemis II crewed moon mission for April 1 launch —The era of “AI as text” is over. Execution is the new interface.
Read: The era of “AI as text” is over. Execution is the new interface. —Peacock expands into AI-driven video, mobile-first live sports, and gaming
Read: Peacock expands into AI-driven video, mobile-first live sports, and gaming —I stopped leaking money to AI coding and doomscrolling by fixing one workflow
Read: I stopped leaking money to AI coding and doomscrolling by fixing one workflow —Chinese brain interface startup Gestala raises $21M just two months after launch
Unlocking the potential of brain-computer interfaces with Node.js and React
Preliminary data from a longitudinal AI impact study
Read: Preliminary data from a longitudinal AI impact study —How I Built 20 AI Automation Templates That Actually Work in Production
Read: How I Built 20 AI Automation Templates That Actually Work in Production —Many SWE-bench-Passing PRs would not be merged
Read: Many SWE-bench-Passing PRs would not be merged —Amazon appears to be down, with over 20,000 reported problems
Read: Amazon appears to be down, with over 20,000 reported problems —Meticulous (YC S21) is hiring to redefine software dev
Redefine software development with modular, scalable, and flexible architecture.
Stop wasting hours on landing pages: How I built a tool to launch in 2 minutes 🚀
"Unlock the power of serverless functions for API-first development and accelerate your SaaS application's time-to-market."
I had to build my own Symfony validation bundle because no existing one fits my requirements
Read: I had to build my own Symfony validation bundle because no existing one fits my requirements —Don't post generated/AI-edited comments. HN is for conversation between humans.
Read: Don't post generated/AI-edited comments. HN is for conversation between humans. —The dead Internet is not a theory anymore
Prepare your SaaS for a potentially fragmented internet
Why Most AI Infrastructure Fails in Production
"Deploy AI infrastructure with resilience and scalability using lessons from SaaS application scaling"
Google quantum-proofs HTTPS by squeezing 15kB of data into 700-byte space
Read: Google quantum-proofs HTTPS by squeezing 15kB of data into 700-byte space —Beautiful Perl feature : two-sided constructs, in list or in scalar context
Read: Beautiful Perl feature : two-sided constructs, in list or in scalar context —Pro-Iran hacktivist group says it is behind attack on medical tech giant Stryker
Prevent hacktivist attacks and protect your SaaS product with secure coding practices and robust security measures
[SC] Task.yield() vs. Task.sleep()
Read: [SC] Task.yield() vs. Task.sleep() —We Were Right About Havana Syndrome
Read: We Were Right About Havana Syndrome —Developers Beware: This Fake LinkedIn Interview Campaign is Targeting YOU (And Your SSH Keys)
Boost SaaS security with these essential tips and best practices.
Zoox plans to put its robotaxis on the Uber app in Vegas this year
TADA: Fast, Reliable Speech Generation Through Text-Acoustic Synchronization
Read: TADA: Fast, Reliable Speech Generation Through Text-Acoustic Synchronization —Complete RAG Tutorial Python: Build Your First Agent
Read: Complete RAG Tutorial Python: Build Your First Agent —Trump gets data center companies to pledge to pay for power generation
Read: Trump gets data center companies to pledge to pay for power generation —DOGE employee stole Social Security data and put it on a thumb drive, report says
Read: DOGE employee stole Social Security data and put it on a thumb drive, report says —Create value for others and don’t worry about the returns
Read: Create value for others and don’t worry about the returns —Defeat as Method
Read: Defeat as Method —The Philosophy of the Localhost - A Manifesto of the Internal Developer
Read: The Philosophy of the Localhost - A Manifesto of the Internal Developer —Mandiant’s founder just raised $190M for his autonomous AI agent security startup
"Integrate autonomous AI agents for enhanced security and innovation in your SaaS product."
Throwing away 18 months of code and starting over
Avoid common SaaS development pitfalls and build a maintainable, scalable application.
How to scan for vulnerabilities with GitHub Security Lab’s open source AI-powered framework
Read: How to scan for vulnerabilities with GitHub Security Lab’s open source AI-powered framework —60 million Copilot code reviews and counting
Read: 60 million Copilot code reviews and counting —Under the hood: Security architecture of GitHub Agentic Workflows
Read: Under the hood: Security architecture of GitHub Agentic Workflows —Top CSS3 Features You Need to Know in 2026
Boost your web app's visual appeal with the latest CSS3 features.
2 YOE Full‑Stack dev: how to choose between AI and Blockchain?
Read: 2 YOE Full‑Stack dev: how to choose between AI and Blockchain? —Show HN: Mcp2cli – One CLI for every API, 96-99% fewer tokens than native MCP
Read: Show HN: Mcp2cli – One CLI for every API, 96-99% fewer tokens than native MCP —Lil Finder Guy
"Maximize productivity with a tailored tech stack for your SaaS application."
How we rebuilt the search architecture for high availability in GitHub Enterprise Server
Read: How we rebuilt the search architecture for high availability in GitHub Enterprise Server —Detection Is Not Protection: What WAF Detection Mode Does (and Doesn't)
Read: Detection Is Not Protection: What WAF Detection Mode Does (and Doesn't) —Oracle may slash up to 30k jobs to fund AI data-centers as US banks retreat
Read: Oracle may slash up to 30k jobs to fund AI data-centers as US banks retreat —Downdetector, Speedtest sold to IT service-provider Accenture in $1.2B deal
Read: Downdetector, Speedtest sold to IT service-provider Accenture in $1.2B deal —Shipping a SaaS MVP in a Weekend: A Real-World Guide
How we use our Full-Stack SaaS template with Stripe, authentication, and admin dashboards to validate products fast. Learn the exact steps we take from idea to deployed MVP.
Hardening Your API Before Launch: Security Checklist
Rate limiting, input validation, logging, and observability defaults we bake into every API-first template. Essential security practices every developer should implement.
Deploying Next.js to cPanel Without the Headaches
Static export plus ZIP upload guide we follow to get Next.js frontends live on shared hosting quickly. Step-by-step instructions for cPanel deployment.
Complete Guide to Stripe Webhook Setup and Testing
Master Stripe webhooks from setup to production. Learn how to handle payment events, verify signatures, test locally, and deploy securely with Cloudflare tunnels.
Production-Ready Authentication Patterns for Modern SaaS
JWT vs sessions, password reset flows, email verification, social login integration, and MFA implementation. Real patterns we use in production templates.
Prisma ORM Best Practices for Production SaaS Applications
Advanced Prisma patterns for production: connection pooling, transaction management, query optimization, migration strategies, and handling large datasets efficiently.
Microservices vs Monolith: Making the Right Architecture Decision
When to choose microservices, when to stick with a monolith, and how to migrate between them. Real-world considerations for SaaS applications at different scales.
PostgreSQL Optimization for Production SaaS: Indexes, Queries, and Performance
Deep dive into PostgreSQL optimization: index strategies, query analysis, connection pooling, partitioning, and monitoring. Techniques that scale from startup to enterprise.
GraphQL vs REST: Choosing the Right API Architecture for Your SaaS
Comprehensive comparison of GraphQL and REST APIs. When to use each, implementation patterns, performance considerations, and real-world trade-offs for SaaS applications.
Building Real-Time Features with WebSockets and Socket.IO
Implementing real-time features like live chat, notifications, and collaborative editing. WebSocket patterns, Socket.IO best practices, scaling strategies, and fallback mechanisms.
Implementing Stripe Connect for Multi-Vendor Marketplaces
Complete guide to Stripe Connect: onboarding flows, escrow payments, split payments, payouts, and compliance. Build a marketplace payment system that scales.
Docker Production Deployment: Best Practices and Patterns
Production Docker patterns: multi-stage builds, security hardening, health checks, orchestration, and monitoring. Deploy containerized applications with confidence.
CI/CD Pipelines with GitHub Actions: From Commit to Production
Setting up automated testing, building, and deployment pipelines with GitHub Actions. Workflows for Next.js, Node.js APIs, Docker builds, and multi-environment deployments.
Database Migration Strategies for Zero-Downtime Deployments
Advanced migration patterns: backward-compatible changes, feature flags, blue-green deployments, and rollback strategies. Keep your database schema evolving without breaking production.
Distributed Rate Limiting with Redis: Scaling API Protection
Implementing distributed rate limiting across multiple server instances using Redis. Sliding window algorithms, token bucket patterns, and handling high-traffic APIs.
Next.js App Router Production Patterns: Server Components and Beyond
Mastering Next.js App Router: server components, streaming, partial prerendering, route handlers, and performance optimization. Patterns that work in production.
Monitoring and Observability for Production SaaS: Tools and Patterns
Building comprehensive monitoring: error tracking, performance metrics, log aggregation, distributed tracing, and alerting. Keep your SaaS application healthy and performant.