Andrej Karpathy Skills Cursor Vscode vs Poolside AI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Andrej Karpathy Skills Cursor Vscode | Poolside AI |
|---|---|---|
| Pricing | Free (open source) | Contact sales (enterprise) – not publicly listed |
| Target user | Individual developers using Cursor or VS Code | Enterprises in regulated industries (finance, healthcare, defense) |
| Deployment | IDE extension (no server needed) | On-prem, VPC, workstation (defense only), or cloud |
| Core feature | 65-line Markdown rules file that adds 'Think Before Coding' principles to the AI assistant | Laguna models (XS.2 – 33B/3B active, M.1 – 225B/23B active); 256K context; multi-agent orchestration; on-prem fine-tuning |
| Context length | Depends on underlying AI model (e.g., Claude, GPT) | 256K tokens (per recent news) |
| Governance/audit | None | Executive-grade governance, role-based access control, full audit trails |
If you're a regulated enterprise building high-stakes software, Poolside AI delivers secure, auditable, multi-agent systems with custom on‑prem models – but at enterprise cost. For individual devs or small teams wanting to gently nudge their Cursor/VS Code assistant toward more deliberate coding, the Karpathy rules file is a free, zero‑friction experiment. Choose your scale: Poolside for mission‑critical, governed AI; the Karpathy file for a lightweight, philosophy‑driven tweak.
A 65-line Markdown rules file that nudges Cursor and VS Code AI assistants toward more deliberate coding.
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Open-weight agentic coding models — Laguna XS 2.1 and Laguna S 2.1 — built for secure on-prem and air-gapped enterprise AI.
Visit WebsiteWhat real users say: Andrej Karpathy Skills Cursor Vscode vs Poolside AI
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Andrej Karpathy Skills Cursor Vscode
20 mentions across 1 sources · 50% positive — mixed (averaged across 1 source)
App Store
What users praise
- • Extremely lightweight: single 65-line Markdown file.
- • Free and open source, hosted on Codeberg.
- • Easy install from VS Code or Cursor marketplace.
- • Encourages deliberate, thoughtful AI code generation.
What frustrates them
- • No direct community feedback available for this port.
- • Impact is subjective and hard to measure reliably.
- • May make AI hesitant to suggest changes.
- • Unverified publisher on VS Code warns users on install.
Researched Jul 3, 2026
Poolside AI
40 mentions across 4 sources · 48% positive — mixed (averaged across 4 sources)
Hacker News, YouTube, Bluesky, Lemmy
What users praise
- • Open-weight models with strong SWE-bench scores (72.5%).
- • On-prem, VPC, and air-gapped deployment for high security.
- • 256K context length supports long-horizon reasoning tasks.
- • Multi-agent orchestration with sandboxed execution environments.
What frustrates them
- • Community feedback is scarce; limited real-world user reviews.
- • Platform is still in research preview as of April 2026.
- • Pricing is opaque; only 'contact us' with no published tiers.
- • Trademark dispute with Poolside FM creates name confusion.
Researched Jul 17, 2026
Who should pick which
- Enterprise CTO in finance/healthcare/defensePick: Poolside AI
Poolside provides on‑prem deployment, 256K context for multi‑step planning, multi‑agent orchestration, audit trails, and custom model fine‑tuning – all required for regulated high‑consequence software.
- Solo developer using Cursor/VS CodePick: Andrej Karpathy Skills Cursor Vscode
Free, lightweight, and instantly installable. It adds thoughtful coding principles without any configuration or cost – perfect for individual experimentation.
- Team building a complex multi‑agent systemPick: Poolside AI
Poolside's multi‑agent orchestration, tool use, and sandboxed execution are purpose‑built for long‑horizon, multi‑step software engineering tasks that simple rules files cannot support.
- Developer curious about prompt engineering techniquesPick: Andrej Karpathy Skills Cursor Vscode
The 65‑line file is an accessible, open‑source example of how to influence AI behavior via system prompts – a great learning resource.
- Startup needing a low‑cost AI coding assistantPick: Andrej Karpathy Skills Cursor Vscode
Zero cost and easy to try. If they need more governance, they can scale later; but for now, the Karpathy file is a no‑risk starting point.
Frequently Asked Questions
Andrej Karpathy Skills Cursor Vscode vs Poolside AI: which should you choose?
If you're a regulated enterprise building high-stakes software, Poolside AI delivers secure, auditable, multi-agent systems with custom on‑prem models – but at enterprise cost. For individual devs or small teams wanting to gently nudge their Cursor/VS Code assistant toward more deliberate coding, the Karpathy rules file is a free, zero‑friction experiment. Choose your scale: Poolside for mission‑critical, governed AI; the Karpathy file for a lightweight, philosophy‑driven tweak.
What is the main difference between Poolside AI and the Karpathy Skills extension?
Poolside AI is an enterprise platform with custom models, multi‑agent orchestration, on‑prem deployment, and full governance. The Karpathy extension is a free 65‑line Markdown file that adds simple coding principles to an existing AI assistant in Cursor or VS Code.
Can I use Poolside AI for free?
No – Poolside AI is a contact‑sales enterprise product with no free tier. You must engage with their sales team to get pricing and access.
Does the Karpathy extension require a subscription?
No – it is completely free and open source. No subscriptions or payments are needed.
Which tool has longer context length for complex reasoning?
Poolside AI: its Laguna XS.2 and M.1 models support up to 256K tokens (per May 2026 news). The Karpathy extension's context length depends on the underlying AI model (e.g., Claude, GPT) – it does not extend it.
Can Poolside AI be deployed on‑premises?
Yes – Poolside AI supports on‑prem, VPC, and workstation (defense only) deployment. The Karpathy extension runs as a local IDE extension and does not require any server.
Does the Karpathy extension work with Cursor?
Yes – it is available via Open VSX for Cursor and also from the VS Code Marketplace.
Which tool is better for regulated industries needing audit trails?
Poolside AI – it provides executive‑grade governance, role‑based access control, and full auditability. The Karpathy extension has no audit or governance features.
How do I install the Karpathy extension?
Search for 'Andrej Karpathy Skills' in the VS Code Marketplace (or Open VSX for Cursor) and install. No additional configuration is needed.
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Last reviewed: July 3, 2026