Blog
Notes on agentic engineering, digital solutions, and the operating systems behind better software delivery.
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Our refined agentic engineering workflows
A working account of the agent-assisted engineering loops we use to reduce intervention time while preserving delivery quality.
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Experiences building agentic harnesses
Notes on designing the control layer around agents so they can plan, act, recover, and hand work back reliably.
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Implementing modern evals and observability
A practical operating model for testing, tracing, and improving LLM and agentic systems in production.
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Multitenant Android, iOS, and Web platform CI/CD
How Platfio turns agency-owned customer apps into repeatable web, Android, and iOS releases without hiding the messy parts of deployment.
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Commercial lessons from building AxipApp and Platfio
A concise commercial lesson on turning messy customer, agency, and deployment realities into reusable platform capability.
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FDE stakeholder management for AI implementations
How forward deployed engineers earn trust with software teams when implementing AI inside real businesses.
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Why we built software-sales-bench
A practical benchmark for testing whether AI models understand business problems before recommending software.
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Meaningful agentic loops
A short technical note on turning an agent prompt into a measurable product improvement loop with UI/UX evidence, scores, screenshots, and stop rules.