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Patch Linux CVEsIn Five Minutes.Without a Security Team.

Continuous CVE feed matched to your servers' actual stack. 41,000 CVEs cross-indexed across Ubuntu, Debian, Alpine, AlmaLinux, and Rocky Linux — hourly match cycle, exact apt / apk / dnf one-liner per finding. Dogfooded on our own VPS; we patched CVE-2026-31431 in 30 minutes.

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Blog

The Stack Blog: Insights & News

Build logs, framework notes, and practical systems from the MindSparkStack engine.

Abstract AI stack visual for AI Brief: What Actually Changed by April 2026

AI Brief - 9 min

AI Brief: What Actually Changed by April 2026

The latest AI shift is not just smarter chat. It is agents, tool use, long context, open models, and personalization moving into the product layer.

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Abstract AI stack visual for The RCC Framework: Why Your AI Prompts Fail

Framework - 6 min

The RCC Framework: Why Your AI Prompts Fail

Role, Context, Constraints — the three-part mental model that turns AI from a toy into a tool.

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Abstract AI stack visual for The AI Agent Market Is $12B and Growing at 45% CAGR

Market Intel - 5 min

The AI Agent Market Is $12B and Growing at 45% CAGR

Market sizing, competitor analysis, and where MindSparkStack fits in the $53B projected 2030 market.

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Abstract AI stack visual for CVE-2026-31431 (Copy Fail) — What It Actually Means for AI Infrastructure

Security - 5 min

CVE-2026-31431 (Copy Fail) — What It Actually Means for AI Infrastructure

A 732-byte Python script roots most Linux distros shipped since 2017. Here's what we did about it on our VPS in 30 minutes, why the LLM-API supply chain makes this kind of bug worse, and one specific class of damage a zero-retention proxy contains.

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Abstract AI stack visual for Fleet Week — 2026-04-30 — We Asked the Fleet to Audit Us. We Are Killing the Model.

Fleet Week - 7 min

Fleet Week — 2026-04-30 — We Asked the Fleet to Audit Us. We Are Killing the Model.

Six days into the 30-day kill criterion, with $0 net revenue and 0 replies on 41 outbound contacts in the lifetime of the company, the operator asked the fleet for a full competitive teardown. The verdict: the four-SKU model has under five percent probability of hitting one million in revenue. Pivot

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Abstract AI stack visual for We Ran Our New CVE Scanner on Our Own VPS and Found 4 Real Outstanding CVEs Today

Security - 4 min

We Ran Our New CVE Scanner on Our Own VPS and Found 4 Real Outstanding CVEs Today

We built StackPatch this morning, pointed it at the production VPS that runs everything, and got 4 findings: 3 OpenSSH (CVE-2026-35414 + CVE-2026-35387) and 1 python wheel (Ubuntu Pro / ESM required). Patched the OpenSSH ones in real time. The full audit log is public.

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Patch ops for indie SaaS

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