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AI Applications · AI enables 'organic software' that molds to users via memory, adaptability, self-reference
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90% of code now written by Claude; engineering role shifting to prompting and architecture
AI coding agents (Claude) now write ~90% of production code at Light, fundamentally changing the engineering role from writing syntax to prompting, structuring, and verifying AI output. Fou…
AI enables 'organic software' that molds to users via memory, adaptability, self-reference
The next paradigm in enterprise software is 'organic software' — systems that store knowledge at individual, team, and company levels (memory), automatically infer preferences from behavior…
SaaS playbook era (2014-2021) over; AI forces total reinvention of product and go-to-market
The SaaS era of standardized playbooks down to UI patterns has ended. Harnessing AI requires throwing out old product architectures, delivery models, and go-to-market motions. Incumbents fa…
Fintechheadwindscore 7/10jonathan sanders
US finance software market shows unexpected price sensitivity and overfunding-driven competition
Contrary to expectations, US buyers are more price-sensitive than European buyers for finance software, and the US market appears overfunded with competitors undercutting each other. CFOs a…