Tag: opinion
All the articles with the tag "opinion".
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Scanners produce reports. Insurance needs witnesses.
The AI-supply-chain cohort is already crowded: Invariant, Snyk Agent Scan, JFrog, Klaimee, a dozen more. They all ship the same artifact, a point-in-time report. That is not what underwriters can price against. The primitive insurance needs is a falsifiable attestation with a TTL that re-verifies on drift. Nobody ships that yet.
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The npm problem nobody wants to work on
Every Node.js production system depends on a single corporate-controlled npm registry with no real alternative — a structural risk the ecosystem ignores.
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Context Management for AI Agents: Why MINDMAP Changes Everything
Context is the most underrated lever in AI agent design — this post makes the case for MINDMAP-style context objects as a first-class agent primitive.
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Cloud LLMs in Production: The Hidden Trust Boundary You’re Already Crossing
Infra teams quietly feed logs, configs, and schemas to cloud LLMs when troubleshooting — extending the trust boundary into a black box they don’t control.
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Software Development Opinions: LLMs, Agentic Tooling, and What Actually Changes
Opinionated notes on software development in the age of agentic tooling — where LLMs genuinely change how we work and where the hype outpaces the reality.