
AI Agent vs Agentic AI: Key Differences & Use Cases
Understand how AI agents and agentic behavior overlap, what changes when software can revise its own plan, and where that flexibility helps a business.
Joena Zhang12 min readBlog
What we learn building AI-native systems inside real companies: diagnoses, playbooks, and the numbers behind them.

Understand how AI agents and agentic behavior overlap, what changes when software can revise its own plan, and where that flexibility helps a business.
Joena Zhang12 min read
Understand the difference between a language model and an agent, how they work together, and which approach fits the work your business needs done.
Edward Yang13 min read
Compare AWS, Azure, and Google Cloud for agent hosting, model access, security, scalability, and the costs that matter in production.
Edward Yang16 min read
A practical guide to taking AI agents into production: deployment models, architecture, platform choices, security, and day-to-day operations.
Joena Zhang15 min read
How AI agents move work across business systems, where they help, and what it takes to run an agentic workflow reliably.
Edward Yang16 min read
What AI forward deployed engineers build, how they work with customers, and the skills, salary ranges, and career paths behind the role.
Joena Zhang13 min read
Understand the compute, data, networking, and operating choices behind reliable AI, with a practical comparison of cloud, on-premises, and hybrid approaches.
Joena Zhang15 min read
A technical comparison of Anduril and Palantir across Lattice, Gotham, autonomous systems, enterprise AI, deployment, and the business models behind their defense offerings.
Edward Yang16 min read
Compare Credo Technology and Palantir Foundry across connectivity, data architecture, pricing, and use cases—and understand where each fits in an AI system.
Joena Zhang13 min read
A practical guide to forward-deployed engineering as a service: how engagements work, where they help, and what to verify before choosing a provider.
Edward Yang11 min read
A technical comparison of Palantir Gotham and Foundry across architecture, data, AI, analytics, security, workflows, deployment, pricing, and enterprise use cases.
Joena Zhang15 min read
A technical comparison of Databricks and Palantir across lakehouse architecture, AI agents, ontology, analytics, governance, pricing, and enterprise operations.
Edward Yang15 min read
A technical comparison of Anthropic and Palantir across models, agents, enterprise data, security, pricing, deployment, and integration.
Joena Zhang14 min read
Compare Zanus AI and Palantir across agents, data architecture, ontology, security, pricing, deployment, and enterprise fit.
Edward Yang11 min read
Compare five Palantir alternatives for enterprise AI: architecture, data integration, agents, governance, pricing, and deployment trade-offs.