Scalability and technology consulting advice for SaaS and technology companies — from the AKF Partners team.
Deal timelines for AI investments have compressed from months to weeks, and the technical complexity of evaluating machine learning models, data pipelines, and…
In the last blog, The 5-Levels of Agentic Software Product Development, we detailed all the levels describing the qualifications for each level to determine…
The software industry is undergoing a shift more profound than the move from waterfall to agile. Many of our clients are attempting to accelerate their…
As the leader of a technology-driven organization in 2026, you are no longer just selling software; you are selling outcome-driven intelligence. Agentic…
In a recent episode of the podcast Career Journeys Revealed, hosted by former AKF Partner Han Yuan and Hitesh Chudasama, AKF co-founder Marty Abbott shared…
Have you ever wondered if AI is going to replace the role of Project and Product Managers? Before I became a Principal Consultant at AKF, I started my career…
If you’re still ordering two pizzas for your software development team expecting to feed the traditional 6-10 people, brace yourself for leftovers. The rise of…
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Pattern Summary Multi-Intent Fork is a parallel execution pattern where the agent detects or receives multiple distinct intents and pursues them concurrently.…
Pattern Summary Collect + Summarize is a synthesis pattern where the agent gathers inputs, signals, or content from multiple sources and produces a concise,…
Pattern Summary Handoff + Resume is a continuity pattern where the agent preserves state, context, or progress across sessions, users, or channels, and…
Pattern Summary Recommend + Explain is a guidance pattern where the agent suggests a specific action, path, or decision and provides rationale to support it.…
