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Blog

Product updates, engineering deep dives, and tips from the camelAI team.

Oct 8, 2026 · 13 min read

camelRun vs OpenAI Agents API: Which Hosted Runtime Fits?

camelRun vs OpenAI Agents API: models, sandboxes, state, self-hosting and pricing compared, plus how the Agents API differs from the Agents SDK and Codex.

Product

Oct 8, 2026 · 17 min read

Best AI Agent Runtimes and Hosting Platforms Compared (2026)

The best AI agent runtimes and hosting platforms of 2026, grouped by type and judged on 9 criteria, with model support, open-source status and pricing units.

Product

Oct 7, 2026 · 13 min read

camelRun vs AWS Bedrock AgentCore: Runtime, Harness, Pricing

camelRun vs AWS Bedrock AgentCore, component by component: Runtime, Harness, state, tools, lock-in and a full AgentCore pricing breakdown by billing unit.

Product

Oct 7, 2026 · 14 min read

Run Claude Code Headless in Docker, Plus Codex and OpenCode

How to run Claude Code headless in Docker with claude -p, plus codex exec and opencode serve: verified flags, a starter Dockerfile and container hardening.

Tips

Oct 6, 2026 · 12 min read

camelRun vs Claude Managed Agents: Which Should You Use?

Need bash and Claude only? Use Claude Managed Agents. Need any model, tools in your code, channels or self-hosting? Use camelRun. Features and pricing compared.

Product

Oct 6, 2026 · 12 min read

Agent Harness vs Framework vs Runtime vs Sandbox, Explained

A framework helps you build an agent loop, a harness is a loop already built, a runtime keeps agents alive over time, and a sandbox isolates model-written code.

Engineering

Oct 5, 2026 · 15 min read

How to Build an AI Agent: 3 Ways, From Scratch to Hosted

How to build an AI agent three ways: write the loop yourself, run a harness like Claude Code in a container, or use a hosted runtime, with code and trade-offs.

Tips

Oct 1, 2026 · 6 min read

The web wasn't built for agents. Neither is your app.

We removed the agent loop from camelCode and deleted about 72,000 lines of code. Here's why we built camelRun, an open-source hosted runtime for stateful, long-lived agents.

Engineering

Sep 30, 2026 · 11 min read

Should you build on Cloudflare? What we learned from D1 and Durable Objects

We moved our coding agent into Cloudflare Durable Objects in July and off them in September. Here's what we learned from D1 overload errors, Durable Object restarts and memory limits, and where we'd still build on Cloudflare.

Engineering

Jul 28, 2026 · 8 min read

Our coding agent runs in a Cloudflare Durable Object, not a VM

We moved camelAI’s coding agent off always-on VMs and into Cloudflare Durable Objects, with SQLite and R2 for files and JavaScript Code Mode instead of bash. Here’s the three-step redesign that made it possible.

Engineering

Jul 22, 2026 · 10 min read

How we self-host DeepSeek V4 Flash on AWS spot instances

We recently launched a free tier powered by a self-hosted DeepSeek V4 Flash. Here's how we picked the model and hardware together, adapted an open source vLLM recipe, and made the KV cache — not raw compute — the thing that let the economics work.

Engineering

May 13, 2026 · 7 min read

I tried Cursor, Lovable, and camelAI before finding a vibe coding tool I could actually use

I’m the non-technical COO at camelAI. A few months ago, Illiana told me I needed to learn how to vibe code. Here’s the honest story of my journey through Cursor, Lovable, and camelAI - including the time I accidentally deleted our production app.

Company

May 6, 2026 · 6 min read

camelAI Is Going Open Source — Here’s Why

I’m one of the co-founders of camelAI, and we just announced we’re open-sourcing the platform. Here’s the full story: why we built it cloud-first, how it compares to Claude Cowork and OpenWork, and what open source actually means for teams that want to vibe-code and share what they build.

Launches

Apr 20, 2026 · 8 min read

How to Analyze Dynamics 365 Data Without Building Power BI Reports

Power BI is powerful — but it’s overkill when you just need quick answers from your Dynamics 365 data. Here’s how teams are using AI to query D365 directly, explore data during ERP migrations, and get answers in plain English instead of waiting weeks for a report.

Tips

Mar 27, 2026 · 10 min read

How I Automate SEO With AI — No Engineers, No Expensive Tools

I’m a non-technical cofounder and I run all of camelAI’s SEO myself — keyword research, content generation, technical SEO, Google Search Console, analytics dashboards, and automated blog publishing. Here’s exactly how I use AI to do SEO without a developer.

Tips

Mar 26, 2026 · 8 min read

How TikTok Creators Can Build a Link in Bio Website

Stop sending followers to a generic Linktree page. Here’s how TikTok creators are using camelAI to build a fully custom link-in-bio website — with their own branding, a built-in shop, and no coding required.

Tips

Mar 26, 2026 · 11 min read

How to Build a Blog Site That Automates SEO (With AI)

Most teams treat SEO as an afterthought — manually writing meta tags, guessing at keywords, and hoping Google notices. This guide shows how to build a blog from scratch that handles SEO automatically: programmatic meta tags, structured data, sitemap generation, keyword-optimized content, and more.

Tips

Mar 23, 2026 · 14 min read

AI for Database Analytics: How to Query MongoDB, ClickHouse, PostgreSQL & More Without SQL

You don’t need to know SQL to analyze your database anymore. This guide shows how AI platforms let you query PostgreSQL, MongoDB, ClickHouse, BigQuery, Snowflake, and more using plain English — with real examples and honest comparisons.

Tips

Mar 23, 2026 · 12 min read

How to Use AI with Google Sheets in 2026 (5 Methods, Ranked)

From Google’s built-in Gemini to AI add-ons to connecting Sheets to a full AI platform — 5 practical ways to add AI to Google Sheets in 2026, with real examples and step-by-step instructions.

Tips

Mar 21, 2026 · 7 min read

We tried Modal, Cloudflare Containers, and Sprites before building our own persistent container service

Every user on camelAI gets a persistent computer. We tried Modal, Cloudflare Containers, and Sprites — none fit. So we built our own container service in a week, and it was simpler than expected.

Engineering

Mar 17, 2026 · 10 min read

camelAI vs Lovable: Which AI Builder Should You Choose in 2026?

Comparing camelAI and Lovable — two leading AI builders with fundamentally different approaches. One builds data-powered apps from databases, the other generates frontend code from prompts. Here’s how to choose.

Product

Mar 17, 2026 · 9 min read

camelAI vs Base44: Which AI App Builder is Right for You?

Base44 (now acquired by Wix) and camelAI both build apps from natural language — but they take very different approaches. Here’s a detailed comparison to help you choose the right platform.

Product

Mar 17, 2026 · 16 min read

10 Best Vibe Coding Tools for Non-Programmers in 2026

Compare the best vibe coding tools for non-technical builders and developers, including backend, database, integrations, deployment, maintenance, collaboration, and price.

Product

Mar 17, 2026 · 9 min read

7 Best AI Tools for CSV Analysis in 2026

Stop struggling with spreadsheets. These 7 AI tools let you analyze CSV files using natural language — just upload your data and ask questions. No coding or formulas required.

Product

Mar 17, 2026 · 11 min read

Best Free AI Analytics Platforms in 2026: Complete Guide

Looking for free AI analytics platforms? We compared 8 tools — from camelAI to Power BI to Looker Studio — on features, limitations, and what you can actually build without paying.

Product

Mar 17, 2026 · 12 min read

Julius AI Alternatives: 5 Best AI Data Analysis Tools for 2026

Looking for the best Julius AI alternatives? Compare the top AI data analysis tools for 2026 including camelAI, Tableau, Power BI, ThoughtSpot, and Qlik Sense. See how Julius AI vs camelAI stacks up for live databases and team collaboration.

Product

Dec 18, 2025 · 10 min read

PromptQL Alternatives: Best AI Data Query Tools for Teams (December 2025)

You need AI data query tools that your team can actually use, not ones that sit in a backlog for months while engineers build semantic layers. PromptQL offers strong query transparency and deterministic execution, but...

Product

Oct 29, 2025 · 2 min read

How Components Uses CamelAI to Power Data-Driven Storytelling

Components is a media and analytics company founded by Andrew Thompson that explores the "why" behind market behavior across industries. What began as a solo publishing project has evolved into a full-scale media...

Company

Oct 7, 2025 · 2 min read

How Oasis LMS Uses CamelAI to Help Users Uncover Hidden Buying Patterns

Oasis LMS is a learning management platform serving organizations like the American Heart Association and American Cancer Society. The platform enables educators to deliver professional training, certifications, and...

Company

Sep 30, 2025 · 2 min read

How Croux Uses CamelAI to Unlock Marketplace Growth

Croux is reimagining how communities connect people with work. Founded by hospitality veterans, the company helps local businesses across the heartland staff shifts quickly while giving working-class Americans more...

Company

Sep 9, 2025 · 2 min read

How NoScrubs Powers Lightning-Fast Laundry Growth with CamelAI

Based in Austin, Texas, NoScrubs is redefining laundry as a service. Founded in late 2024, the company has rapidly grown into one of the fastest-expanding on-demand laundry startups in the U.S. Their model enables...

Company

Jul 28, 2025 · 5 min read

Top 10 AI Analytics Trends in 2026 and How To Prepare

AI analytics integration has become essential rather than optional for SaaS platforms. CamelAI enables deployment of AI analytics assistants without extensive custom development.

Tips

Jul 23, 2025 · 3 min read

How to Build Chat With Your Data Step by Step: A Practical Guide

AI-powered analytics is transforming user expectations for data interaction. "Chat with your data" capabilities are becoming essential for SaaS platforms, moving beyond static dashboards to conversational interfaces....

Tips

Jul 10, 2025 · 2 min read

Which Databases Does Hacker News Hype Most? 1.8M Headlines Exposed

We analyzed 1.8 million Hacker News headlines spanning February 2007 to June 2025 to examine database engine popularity trends. Using camelAI connected to a ClickHouse database, we uncovered which databases the HN...

Product

Jul 3, 2025 · 3 min read

Top 10 AI Data-Analytics Trends Shaping 2026 (and How to Prepare)

The intersection of artificial intelligence and business intelligence is reaching a critical juncture. Data analytics is transitioning from a specialized function to a democratized capability accessible across...

Tips

Jun 7, 2025 · 4 min read

How to Create Dashboards Without SQL: Step-by-Step Guide for 2025

No-code dashboard creation is transforming organizational data interaction. Rather than depending on specialized IT staff or SQL-skilled data analysts, these solutions enable business professionals...

Tips

Mar 17, 2026 · 11 min read

Free vs. Paid AI Analytics Tools in 2026: Which Is Actually Worth It?

We compared free and paid AI analytics tools side-by-side — camelAI, Power BI, Tableau, ThoughtSpot, and more. See which free options are genuinely powerful and exactly when it’s worth paying for more.

Product

Jun 3, 2025 · 2 min read

AI Data Analysis Tools: The Ultimate Guide for Finance Teams in 2025

The financial sector is experiencing rapid AI-driven transformation. In 2024, 58% of finance functions are utilizing AI, marking a 21 percentage point increase from 2023. This reflects growing...

Tips

Mar 17, 2026 · 15 min read

10 Best AI Tools for Data Analysis in 2026 — Free & Paid, Tested

Compare 10 AI data-analysis tools by price, ideal user, supported data, coding requirements, and limitations—plus the best picks for spreadsheets, databases, and business teams.

Product

May 31, 2025 · 2 min read

Top SQL-Free AI Analytics Platforms for Small Businesses in 2025

SQL-free AI analytics platforms are making data analysis accessible to small businesses without requiring coding expertise. AI applications for small businesses are expected to double, reaching a...

Product

May 30, 2025 · 2 min read

AI Data Analysis for Business Leaders: Top Tools Compared (2025 Review)

AI data analysis is rapidly transforming how businesses operate, compete, and make decisions. According to McKinsey, 72% of companies surveyed reported using AI in at least one area of their...

Product

May 29, 2025 · 2 min read

Mastering AI Data Analysis Without SQL: A Comprehensive Guide

Traditional data analysis relies on SQL expertise, creating barriers for non-technical professionals. AI-powered data analysis tools are addressing this gap, enabling users to interact with complex...

Tips

Mar 17, 2026 · 10 min read

7 Best AI-Powered Data Analysis Tools for Non-Technical Users in 2026

Discover the 7 best AI data analysis tools for non-technical users in 2026. Compare no-code analytics platforms like camelAI, Power BI, Tableau, and more — with pricing, features, and learning curves.

Product

Mar 14, 2025 · 4 min read

The Evolution of Business Intelligence: Tools for 2025 & Beyond

The landscape of business intelligence has undergone significant transformation over the past decade. Modern BI tools have shifted from complex systems requiring IT expertise toward more accessible platforms that...

Product

Mar 6, 2025 · 2 min read

Case Study: How Badho Streamlined Data Analytics with CamelAI

Company: Badho Industry: Supply Chain & Trade Software Head of Product: Manmohan Singh Charan

Company

Feb 26, 2025 · 4 min read

Case Study: How CFO Consult Uses CamelAI to Streamline Data Analytics

CFO Consult is a financial advisory firm led by Charles Chapman, providing strategic financial consulting, CFO services, and business intelligence solutions for organizations of all sizes. The firm helps clients...

Company

Jan 24, 2025 · 5 min read

How to Create Powerful Cohort Retention Graphs

Cohort retention analysis groups users based on shared characteristics or actions within a specific timeframe, allowing businesses to track and understand customer behavior over time. This insight is crucial for...

Tips

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