Agents Inherit the System They Land In
Enterprise agent deployments are failing at a measurable rate, and not one of the reported root causes is a model-quality problem. Unclear success criteria, no reach into the actual work, evaluation coverage that drifts — every one of them describes the system the agent was dropped into, not the agent.
Read → 2026-09-14You Can't Bill for an Outcome You Can't Prove
Software pricing is coming off the seat, and almost everyone has stopped at hybrid rather than pure outcome pricing. The reason isn't finance — an outcome you cannot independently verify is not billable. The billing question and the audit question turn out to be the same question.
Read → 2026-09-07The Deadline Moved. The Requirement Didn't.
The EU deferred the AI Act's high-risk obligations by sixteen months and left the Article 50 transparency duties on schedule. A regime that moves its dates on four months' notice is telling you the date is the least stable part of the rule — which is an argument about how compliance software should be built.
Read → 2026-08-26What Is an Operating System for an Industry?
Every industry mid-transition gets offered dashboards. What it actually needs is an operating system — one data model that captures the work, proves it, schedules it, routes it, and holds up under scrutiny. A definition, and a test you can apply to any vertical software product.
Read → 2026-08-26Industries in Transition: Where the Next Decade of Vertical Software Gets Built
The best software opportunities aren't in big markets — they're in markets being reshaped faster than their tools can keep up. The portfolio thesis behind everything Mutagenic Labs ships, and how to spot a transition window before it closes.
Read → 2026-08-26Five Software Trends We're Building Against in 2026
Agent-native computing, provenance as a product feature, compliance as infrastructure, database-enforced rules, and bounded-scope AI. Five trends visible from inside six products — with links to the deeper writing on each.
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