Blog
Insights on agentic engineering, company-as-a-service, and building at scale with AI teams.
What is Company-as-a-Service?
Soleur vs. Competitors
Soleur vs. Devin: AI Software Engineer vs. AI Organization
Devin automates software engineering at $20/month. Soleur deploys a 9-department AI organization. When you need an engineer vs. when you need an org.
Soleur vs. Paperclip: Domain Intelligence vs. AI Company Orchestration
Soleur vs. Paperclip: both open-source platforms for zero-human companies, but from opposite directions. One provides infrastructure, the other provides intelligence.
Soleur vs. Polsia: Two Architectures for Running a Company with AI
Polsia runs your company autonomously for $29/month. Soleur keeps the founder in the decision seat. A comparison of two CaaS architectures for solo founders.
Soleur vs. Cursor: When an AI Coding Tool Becomes an Agent Platform
Cursor shipped Automations in March 2026, becoming an agent platform. A direct comparison with Soleur on workflow depth, knowledge architecture, and pricing.
Soleur vs. Notion Custom Agents: Company-as-a-Service vs. Workspace Automation
Notion Custom Agents automate recurring workspace tasks. Soleur runs a full AI organization with compounding knowledge. A direct comparison for solo founders.
Soleur vs. Anthropic Cowork: Which AI Agent Platform Is Right for Solo Founders?
Soleur and Anthropic Cowork both deploy multi-domain AI agents. A comparison of knowledge architecture, workflow depth, cross-domain coherence, and pricing.
Case Studies
Building an Operations Department for a One-Person Company
AI agents built a full operations function -- expense tracking, domain management, infrastructure security -- with documentation that survives context switches.
How We Generated 9 Legal Documents in Days, Not Months
AI agents produced 9 legal documents -- Terms, Privacy Policy, GDPR, CLAs -- totaling 17,761 words with dual-jurisdiction coverage in days, not months.
Tracking 17 Competitors in One Session -- With Battlecards
Tracking 17 competitors while shipping is a full-time job. Soleur's AI agents produced a competitive intelligence report with tier analysis and battlecards.
Running a Business Validation Workshop With AI Gates
A technical founder cannot tell if the market needs their product. A 6-gate AI validation workshop produced a PIVOT verdict that changed the project direction.
From Scattered Positioning to a Full Brand Guide in Two Sessions
An interactive brand workshop turned scattered READMEs into a brand guide covering identity, voice, visual direction, and channel guidelines.
Engineering Deep Dives
Agents That Use APIs, Not Browsers (2026)
Service automation for solo founders, built on direct APIs instead of server-side browsers. Open source. Encrypted tokens. 3 live integrations shipped.
The One-Person Billion-Dollar Company: Why It's an Engineering Problem
The one-person billion-dollar company isn't science fiction. Here's why compounding AI organizations make it an engineering problem — and how to build one.
Your AI Team Now Works From Your Actual Codebase
Connect your GitHub repository during onboarding and every Soleur agent conversation starts with real project context. No blank workspaces. No lost context between sessions.
Credential Helper Isolation: Secure Git Auth in Sandboxed Environments
How Soleur authenticates git operations inside sandboxed AI agent sessions using temporary credential helpers, GitHub App installation tokens, and randomized paths.
Vibe Coding vs Agentic Engineering: What Solo Founders Need to Know
Vibe coding gets solo founders building fast. Agentic engineering keeps them building better. The difference and why it matters for founders scaling with AI.
Why Most Agentic Engineering Tools Plateau
Most AI coding tools plateau after week two. Compound knowledge fixes this: a system that learns from every task and routes those learnings back into its rules.