Notes
Blog
Practical notes from building, improving and shipping software products.
04 posts
·7 min read
The Trojan horse in your CRM: how companies get hacked through one AI-readable field
One AI-readable field in a CRM can become a real security hole when an agent reads attacker-controlled text as if it were trusted instructions.
#ai-security#prompt-injection#ai-agents#cybersecurity
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·6 min read
Digital Face Control: why AI is erasing your brand from search
AI search skips brands it cannot quickly understand or verify. If your facts are vague, inconsistent or missing from trusted third-party sources, you get ignored.
#geo#ai-search#brand-visibility#earned-media
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·7 min read
AI Agents 2026: how to manage AI agents without drowning in almost-right code
AI agents help most with narrow, checkable work. Teams lose the upside when they use them for fuzzy, high-context tasks and then pay for it in review and rework.
#ai-agents#developer-productivity#context-engineering#software-architecture
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·6 min read
The end of the click-only era: making your business visible in AI search
Customers increasingly get answers before they see links. If your site is hard to crawl, compare or trust, AI systems have little reason to recommend your business.
#seo#ai-search#geo#rag
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