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Will Stewart
X
@NorthflankWill
Co-founder @ Northflank
Posts by Will Stewart
Blog
Self-hosting AI models: A guide to privacy, control, and costs
Learn how to self-host AI models, choose GPUs and runtimes, secure inference endpoints, and compare deployment costs with a step-by-step guide.
16th October 2026 • Will Stewart
AI
Blog
8 best PaaS providers in 2026
Compare 8 best PaaS providers in 2026, including Northflank, Heroku, Render, Railway, and Azure App Service, by deployment features, pricing, and use case.
15th October 2026 • Will Stewart
Internal Developer Platform
Workload Delivery
Blog
7 best Netlify alternatives in 2026
Compare 7 Netlify alternatives: Northflank, Vercel, Render, Google Cloud Run, Cloudflare, Heroku, and DigitalOcean App Platform. Pricing and use cases.
8th October 2026 • Will Stewart
Blog
What is the best global PaaS with multi‑region deployments?
Global PaaS platforms with multi-region deployments = a cloud platform that runs applications across multiple geographic locations simultaneously.
16th September 2026 • Will Stewart
Apps
Blog
How to monitor and debug AI-agent sandboxes in production
Learn how to monitor and debug AI-agent sandboxes using correlated traces, logs, metrics, alerts, safe reproduction, and production containment.
14th September 2026 • Will Stewart
AI
Blog
On-demand vs reserved GPUs for AI workloads: Which should you choose?
Compare on-demand vs reserved GPUs for AI workloads by cost, utilization, availability, and flexibility, with guidance for training and inference.
4th September 2026 • Will Stewart
Blog
How to replace a DIY internal developer platform without disrupting software delivery
Learn how to replace a DIY internal developer platform while protecting software delivery through phased migration, rollback planning, and enterprise controls.
1st September 2026 • Will Stewart
Blog
How to govern AI-agent code execution in enterprise environments
Learn how to govern AI-agent code execution with risk tiers, policy checks, isolated runtimes, scoped access, evidence, and containment.
24th August 2026 • Will Stewart
AI
Blog
The future of the AI-native internal developer platform & the AI SDLC
For the last decade, the internal developer platform was designed around a relatively stable assumption: software is written by engineers, in quantities that humans can reasonably review, deploy and operate.
14th August 2026 • Will Stewart
AI
Blog
Best E2B alternatives for secure code execution in 2026
Best E2B alternatives in 2026: compare Northflank, Daytona, Vercel Sandbox, and Modal for AI agent code execution, persistence, isolation, and cloud deployment.
23rd July 2026 • Will Stewart
AI
Blog
Best Daytona alternatives for AI code execution in 2026
Best Daytona alternatives in 2026: compare Northflank, E2B, Modal, Vercel Sandbox, and Cloudflare Workers for AI code execution, isolation, and persistence.
11th June 2026 • Will Stewart
AI
Blog
Best VMware alternatives in 2026
Best VMware alternatives in 2026: Proxmox VE, Hyper-V, Nutanix AHV, and OpenStack compared, plus how Northflank helps teams move to container-based infrastructure.
27th April 2026 • Will Stewart
Kubernetes
Kubernetes management
Blog
Top Cloudflare Containers alternatives in 2026
Cloudflare Containers is a new edge compute service that lets you run Docker containers on Cloudflare’s global network.
25th February 2026 • Will Stewart
Container orchestration
Blog
How to deploy OpenClaw (Clawdbot) on Northflank, securely
Deploy OpenClaw (Clawdbot), an open source AI automation and chatbot platform, on Northflank in minutes. Use the stack template to run a self hosted assistant with chat integrations, persistence, and zero server management.
26th January 2026 • Will Stewart
AI
Blog
Webapp.io alternatives for fast Docker builds and preview environments
With Webapp.io shutting down, Northflank is the top alternative offering robust CI/CD, automated testing, instant preview environments, Docker caching, managed infrastructure, and BYOC flexibility.
7th January 2026 • Will Stewart
CI/CD for Kubernetes
CI/CD Tools
Docker Builds
Workload Delivery
Container orchestration
Blog
cto.new uses Northflank’s microVMs to scale secure sandboxes without sacrificing speed or cost
They switched from custom Firecracker microVMs on AWS and used Northflank's microVM platform with per-second billing and API-driven provisioning.
28th October 2025 • Will Stewart
Case Study
Blog
Today's AWS outage is another reminder that you need a multi-cloud strategy
AWS outage today brings down half the Internet
19th October 2025 • Will Stewart
Blog
What is a staging environment? (and how to set one up)
Staging environments are production-like replicas where you test applications before going live. They catch integration bugs, validate performance, and enable stakeholder sign-off without affecting real users.
25th September 2025 • Will Stewart
CI/CD Tools
Blog
What is hybrid cloud? Your complete infrastructure guide
Hybrid cloud mixes public cloud (AWS, Google Cloud, Azure) with private cloud and on-premises servers.
6th September 2025 • Will Stewart
Blog
Top Vercel Sandbox alternatives for secure AI code execution and sandbox environments
When you’re building AI agents that generate and execute code, you need secure sandbox environments that can isolate untrusted code without compromising your infrastructure.
25th August 2025 • Will Stewart
AI
Blog
How to deploy and self-host DeepSeek-V3.1 on Northflank
This guide shows you how to deploy and self-host DeepSeek-V3.1 on Northflank using our one-click template or by setting it up manually.
21st August 2025 • Will Stewart
AI
Blog
AWS SageMaker alternatives: Top 6 platforms for MLOps in 2026
AWS SageMaker is a comprehensive machine learning platform that simplifies building, training, and deploying ML models.
19th August 2025 • Will Stewart
AI
Blog
What are the best multi cloud management platforms in 2026?
Multi-cloud management platforms help companies deploy, monitor, and scale applications across multiple cloud providers from a single interface.
19th August 2025 • Will Stewart
Kubernetes management
Blog
How to self-host n8n: Setup, architecture, and pricing guide (2026)
Many teams want to run n8n self-hosted instead of relying on the cloud version.
19th August 2025 • Will Stewart
AI
Blog
Bitnami deprecates free images: Migration steps and alternatives
Bitnami is moving most container images to a legacy repository on August 28th, 2025, and stopping updates. If you're using Bitnami images or Bitnami helm charts, your deployments will break when they try to pull images that no longer exist.
18th August 2025 • Will Stewart
Docker Images
CI/CD Tools
Blog
Best Cloudflare Workers alternatives in 2026
Cloudflare Workers runs lightweight, serverless code at the edge, but it has strict limits on memory, execution time, and runtime flexibility.
17th August 2025 • Will Stewart
Docker container management
Blog
Claude Code vs Cursor: Complete comparison guide in 2026
A comprehensive review of Claude Code vs Cursor
13th August 2025 • Will Stewart
AI
Blog
How to migrate from cloud to on-premise
If you're searching for "cloud to on-premise migration," you're probably looking at your AWS bill in horror.
10th August 2025 • Will Stewart
Blog
Azure migration strategy for 2026: How to get it right
When searching for "Azure migration" or exploring cloud migration options, you're likely facing one of two distinct scenarios.
10th August 2025 • Will Stewart
Blog
On premise to cloud migration. The 2026 guide.
If you're searching for "on-premise to cloud migration," you're probably tired of managing servers in a data center.
10th August 2025 • Will Stewart
Blog
Run OpenAI's new GPT-OSS (open-source) model on Northflank
OpenAI just released GPT-OSS, its first fully open-source large language model family under an Apache 2.0 license.
5th August 2025 • Will Stewart
AI
Blog
The complete guide for your Google Cloud migration
When searching for "Google Cloud migration" or exploring cloud migration options, you're likely facing one of two distinct scenarios.
4th August 2025 • Will Stewart
Databases
Blog
The complete guide to AWS cloud migration in 2026
When searching for "AWS migrate" or exploring cloud migration options, you're likely facing one of two distinct scenarios.
4th August 2025 • Will Stewart
S3
Databases
Blog
Claude Code: Rate limits, pricing, and alternatives
Claude Code is powerful, but closed models come with two constraints: rate limits and cost ceilings.
31st July 2025 • Will Stewart
AI
Blog
Top Modal Sandboxes alternatives for secure AI code execution
If you're building AI agents, code interpreters, or platforms that execute untrusted code, Modal Sandboxes might be on your radar.
30th July 2025 • Will Stewart
AI
Blog
Top Edera.dev alternatives for secure AI code execution in 2026
When you're building platforms that execute code from AI models or users, security is everything and don’t let anyone tell you otherwise.
29th July 2025 • Will Stewart
AI
Blog
How to migrate from Heroku: A step-by-step guide
Whether you're looking to migrate Heroku applications due to pricing changes, seeking better performance, or need more flexibility, this guide covers everything you need to successfully migrate from Heroku to Northflank.
27th July 2025 • Will Stewart
Databases
DevOps Engineering
Blog
Open source LLMs: The complete developer's guide to choosing and deploying LLMs
This guide shows you exactly how to select, deploy, and scale open source LLMs for production use.
16th July 2025 • Will Stewart
AI
Blog
Top 5 Fal.ai alternatives for inference and AI infrastructure
Let’s be clear upfront: Fal.ai is excellent at what it’s built for, but in case you might be looking for an alternative, we've got you covered.
15th July 2025 • Will Stewart
AI
Blog
Secure runtime for codegen tools: microVMs, sandboxing, and execution at scale
Code generation tools are reshaping how developers build software. Instead of writing every line by hand, engineers now use systems that generate code automatically.
10th July 2025 • Will Stewart
AI
Blog
How to spin up a secure code sandbox & microVM in seconds with Northflank
Spin up microVMs in seconds with Northflank using secure runtimes like Kata Containers, gVisor, Firecracker, and Cloud Hypervisor (clh). Achieve fast, isolated container deployments ideal for multi-tenancy, untrusted code, and production workloads.
10th July 2025 • Will Stewart
Blog
What is AI Platform as a Service (PaaS) and is it any different than PaaS?
AI workloads are everywhere: fine-tuning LLMs, serving embedding models, running inference pipelines.
20th June 2025 • Will Stewart
AI
Blog
Heroku outages are getting worse. The best alternative in 2026 with no downtime.
Ditch Heroku's outages and limits. Northflank offers better uptime, BYOC, autoscaling, CI/CD, and dev experience—built on Kubernetes, perfect for startups and enterprises.
20th June 2025 • Will Stewart
Workload Delivery
Development
Blog
7 best CapRover alternatives for Docker & Kubernetes app hosting in 2026
Northflank is the best CapRover alternative for teams needing a modern, production-ready deployment platform that goes beyond Docker and NGINX.
20th June 2025 • Will Stewart
Docker
Kubernetes
Blog
What is the best disaster recovery software in 2026? We’ve got the answer.
Disaster recovery (DR) software helps teams restore systems, data, and services after an outage. This includes things like cloud region failures, database corruption, human error, or ransomware.
20th June 2025 • Will Stewart
Blog
What we learned from hosting our first event in SF
Earlier this month we hosted our first in-person event in San Francisco. We teamed up with Kindred Ventures and brought together a group of engineers and founders to talk about what it means to build software that lasts.
18th June 2025 • Will Stewart
Blog
The complete guide to Kubernetes autoscaling
Kubernetes autoscaling automatically adjusts compute resources to match application demand. This guide covers everything from basic concepts to advanced patterns, with practical examples for implementing autoscaling in production environments.
16th June 2025 • Will Stewart
Kubernetes
Blog
7 best Kapstan alternatives for Kubernetes deployment in 2026
Northflank is the best Kapstan alternative for teams needing production-grade Kubernetes without YAML complexity.
11th June 2025 • Will Stewart
Kubernetes
Kubernetes management
Blog
How to deploy machine learning models: Step-by-step guide to ML model deployment in production
Deploying a machine learning model is the last, and hardest, step in the ML lifecycle. You’ve trained your model, tuned your hyperparameters, and now it’s time to move from experimentation to production.
11th June 2025 • Will Stewart
AI
Development
Docker
Blog
What is PyTorch? A deep dive for engineers (and how to deploy it)
PyTorch is an open-source machine learning framework developed by Meta’s AI Research lab (FAIR). Since its release in 2016, it’s become a cornerstone of deep learning research and production-grade AI systems.
9th June 2025 • Will Stewart
AI
Python
Blog
What is AWS Fargate?
AWS Fargate is a serverless compute engine for containers that eliminates the need to provision and manage servers. But like most AWS products, its simplicity is skin-deep.
9th June 2025 • Will Stewart
Container orchestration
Blog
How to install PyTorch and set it up for production
PyTorch is the toolkit you’ll use to actually build and train your models, but knowing how to install PyTorch correctly is the first step to getting anything working.
8th June 2025 • Will Stewart
AI
Python
Blog
Choosing the right enterprise Kubernetes platform in 2026
Kubernetes has won. It's the default control plane for container orchestration. But that doesn’t mean it’s usable out of the box, especially not for fast-moving teams who need scale, security, and a platform developers can actually understand.
4th June 2025 • Will Stewart
Kubernetes
Kubernetes management
Blog
How to build an Internal Developer Platform (and why you might not want to)
An Internal Developer Platform (IDP) is a self-service layer that abstracts away the complexities of infrastructure so that developers can deploy code without touching Kubernetes manifests, Terraform modules, or CI/CD pipelines.
27th May 2025 • Will Stewart
Internal Developer Platform
Development
DevOps Engineering
Blog
Your containers aren’t isolated. Here’s why that’s a problem. microVMs, VMMs and container isolation.
Securely run untrusted AI-generated code and agents using Kubernetes-native microVMs and gVisor—prevent container escapes, protect API keys, and isolate runtime environments with Northflank.
26th May 2025 • Will Stewart
Blog
What is release management? A practical guide (with fewer acronyms and more advice)
Release management is the process of planning, scheduling, coordinating, and deploying software releases. It covers everything from preparing builds to rolling them out into production. The goal is simple: ship new code fast, without breaking things.
25th May 2025 • Will Stewart
CI/CD Tools
Blog
Top 6 Knative alternatives for when you don’t want to build a PaaS
Knative is a Kubernetes-based framework for building serverless platforms. It gives platform engineers the core primitives to deploy and scale HTTP workloads, respond to events, and build serverless pipelines.
24th May 2025 • Will Stewart
Kubernetes
Kubernetes management
Blog
7 best Fireworks AI alternatives for inference in 2026
If you’re searching for alternatives to Fireworks AI, chances are you’re not just chasing lower latency.
21st May 2025 • Will Stewart
AI
Blog
San Francisco meetup for CTOs and engineers. You're invited!
Northflank is hosting a get-together for technical leaders who care about building software that holds up at scale, under pressure, and over time.
20th May 2025 • Will Stewart
AI
Blog
7 Coolify alternatives in 2026 (ranked & compared)
Coolify is an open-source platform that lets you deploy apps on your own infrastructure – essentially a DIY alternative to Heroku, Netlify, or Vercel.
19th May 2025 • Will Stewart
CI/CD Tools
Blog
How Cedana uses Northflank to deploy workloads onto Kubernetes with microVMs and secure runtimes
Cedana is building live migration and snapshot/restore infrastructure for GPU-heavy workloads, with applications ranging from resilient cloud infrastructure to on-prem clusters plagued by high GPU failure rates.
15th May 2025 • Will Stewart
Case Study
Blog
7 Helm alternatives to simplify Kubernetes deployments
Helm has long been the go-to tool for managing Kubernetes applications, often described as the “package manager” for Kubernetes.
13th May 2025 • Will Stewart
Kubernetes
Kubernetes management
CI/CD for Kubernetes
Blog
OpenShift vs Kubernetes: What should you use to ship products in 2026?
Comparing Kubernetes to OpenShift is a bit like comparing apples to oranges, or maybe more accurately, apples to an entire fruit salad.
1st May 2025 • Will Stewart
CI/CD for Kubernetes
Kubernetes
Kubernetes management
Blog
Vercel vs Netlify: which deployment platform should you use in 2026?
If you're shipping a static site or building your first Next.js app, Netlify and Vercel both do the job well. They give you fast deploys, simple Git integrations, and zero infrastructure overhead.
18th April 2025 • Will Stewart
JavaScript
CI/CD Tools
Next.js
TypeScript
Blog
Talking IDPs, PaaS, and Developer Experience (DX) on the Tech Lounge Podcast
Back in September 2024, I joined Chris Ward on the Tech Lounge podcast at Civo Navigate Berlin to talk about how Northflank is building the next generation of developer infrastructure.
17th April 2025 • Will Stewart
Podcast
Workload Delivery
Internal Developer Platform
Blog
Ultralight ditched AWS ECS for EKS with Northflank. Here’s why.
Ultralight is an early-stage company building software that helps medical device companies navigate FDA approvals.They started on AWS ECS, but deployments were slow, debugging was painful, and compliance was a nightmare.
15th April 2025 • Will Stewart
Case Study
Blog
Build vs. buy: The platform engineer’s conundrum
Congratulations—you’ve either built a platform or you’re deep into the process of creating one. But here’s the uncomfortable reality: many engineering teams conflate “building the platform” with the ultimate goal.
8th April 2025 • Will Stewart, Chase Roberts
Blog
Why we ditched Next.js and never looked back
When we started running into issues with Next.js, we did what any sane team would do: we tried to fix them. Then we tried again. Then we realized the problem was Next.js itself. So we pulled the plug.
20th February 2025 • Will Stewart, Tom Snelling
Blog
Self-host Deepseek R1 on AWS, GCP, Azure & K8s in Three Easy Steps
Deploy DeepSeek R1 on spot-priced GPUs in your own cloud for cost-effective, private, production-ready AI. Enjoy fast setup with Northflank BYOC and flexible cloud options.
17th February 2025 • Will Stewart, Daniel Cosby
Blog
Weights uses Northflank to scale to millions of users without a DevOps team
With 9 clusters across AWS, GCP, and Azure, 40+ microservices, 250+ concurrent GPUs, and 10,000+ AI training jobs per day, Weights operates at scale—and does it so seamlessly that most Series B+ startups wish they could be them.
6th February 2025 • Will Stewart
Case Study
Blog
Bring Your Own Cloud (BYOC): What is it and why it's the future of deployment
Discover how Bring Your Own Cloud (BYOC) empowers enterprises to maintain security, reduce costs, and gain operational consistency by deploying software within their own cloud environments. Learn more
23rd January 2025 • Will Stewart
Blog
Scaling 30,000 deployments with 100% uptime. How Clock uses Northflank to simplify infrastructure.
Discover how Northflank's PaaS transformed Clock’s infrastructure with rapid container deployment, seamless scaling, transparent costs, and empowered developers. Learn more.
17th January 2025 • Will Stewart
Case Study
Blog
Dev, QA, preview, test, staging, and production environments. What's the deal?
Understand dev, QA, preview, test, staging, and production environments in the software development lifecycle. Learn their roles for successful deployments.
4th January 2025 • Will Stewart
Blog
Northflank’s 2024 PR: merged, approved, and deployed
Northflank had an action-packed year, enhancing Kubernetes for 35k+ developers, shipping 2,000+ updates, expanding globally with BYOC, tripling revenue, and supporting 1M deployments monthly.
22nd December 2024 • Will Stewart
Blog
Argo CD alternatives that don’t give you brain damage and simplify DX for GitOps, clusters & deployments
Frustrated by Argo CD’s complexity? Try simpler Kubernetes/GitOps alternatives. Northflank offers integrated abstractions, less YAML, smoother workflows—focus on features!
19th December 2024 • Will Stewart
Blog
WARNING: Kubernetes Undefined as Platform
While Kubernetes has become the cloud's OS, it remains complex for developers. The industry seeks a platform that bridges ops and dev needs - automating deployment while maintaining flexibility. Is a "Rails moment" for K8s possible?
19th November 2024 • Will Stewart
Blog
Northflank raises $22M to make Kubernetes work for your developers – ship workloads, not infrastructure
Northflank raises $22M to make Kubernetes work for your developers – ship workloads, not infrastructure
11th November 2024 • Will Stewart
Blog
Northflank: App Delivery & Internal Developer Platforms
Northflank's co-founder and CEO discusses application delivery and IDP (internal Developer Platforms) in Kubernetes and hybrid cloud environments. Developers are clamouring for self-service, and leadership is looking for a golden path to production.
27th May 2024 • Will Stewart
Blog
Platform Engineering with Northflank and Civo
Watch and join Will Stewart (Co-Founder & CEO at Northflank) and Dinesh Majrekar (CTO at Civo) as they explore platform engineering and how to build robust, scalable platforms using Northflank on Civo's cloud infrastructure.
31st January 2024 • Will Stewart
Podcast
Blog
Northflank Joins the Cloud Native Computing Foundation (CNCF)
We’re excited to announce that Northflank has joined the Cloud Native Computing and Linux Foundation as a silver member!
24th October 2023 • Will Stewart, Emma Genesen
Deploy on Northflank
Deploy Nx on Northflank
Deploy a Nx workspace monorepo on Northflank with Docker
4th August 2022 • Will Stewart
Node.js
NoSQL
TypeScript
Deploy on Northflank
Deploy a 1Password Connect server on Northflank
1Password is a password manager and digital vault. They now offer the ability to secure and manage your company’s infrastructure secrets with 1Password Secrets Automation. In this guide, we show you how to deploy a 1Password Connect server on Northflank.
2nd June 2022 • Will Stewart
Docker
Volumes
Deploy on Northflank
Deploy Dragonfly on Northflank with Docker
How to deploy Dragonfly. Dragonfly is a high performance alternative to Redis and Memcached. Quickly deploy a Dragonfly container using a pre-built Docker image on Northflank.
30th May 2022 • Will Stewart
Kubernetes
Databases
Docker Images
Blog
Heroku, alternatives, and how to migrate
Heroku was a great developer platform. Times have moved on, what is next? Migrating away from Heroku is now a priority for many. We dive into the reasons why and what are your options.
12th May 2022 • Will Stewart
Blog
Northflank joins the fray
Northflank joins the fray, announcing the fullstack cloud platform and a $2.6m seed round of financing.
7th July 2020 • Will Stewart, Frederik Brix