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Most of my articles are about the Astrophotos that I take during my free time. I also write about software architecture and modern application developmentStay Tuned
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A few handcrafted articles about my thoughts and experiments.
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Idempotency for AI Agents
Why retries, partial failures, and long-running agent loops make idempotent actions, reconciliation, and explicit operation identity essential.- Published on

Human Approval Is an Architectural Boundary
How to place human judgment at consequential transitions without turning AI workflows into notification queues or rubber-stamp theater.- Published on

Evals Are the AI Delivery Pipeline
Why AI evaluations should operate as a continuous delivery system for behavior, with representative cases, evidence, release gates, and production feedback.- Published on

Agent Memory Without the Mythology
A practical architecture for AI memory built from working state, durable facts, episodic records, retrieval policy, and deliberate forgetting.- Published on

Context Engineering Is Interface Design
How to design the information boundary around an AI agent so instructions, evidence, tools, and working state remain legible under pressure.- Published on

Composable AI Systems: Architecture That Can Change Without Losing Control
A practical architecture for building AI systems from bounded capabilities, explicit contracts, least-privilege tools, durable state, and verification gates.- Published on

The Agent Harness Is the Real Product
Why model capability only becomes dependable work through a harness that manages context, tools, state, permissions, recovery, and verification.- Published on

The Loop and Goal Workflow: How Long-Running AI Work Actually Finishes
A practical look at Codex Goal mode, automatic continuation, verification, steering, and the discipline required to make long-running agent work finish honestly.- Published on

Sol, Fable, Mythos, and Kimi K3: The AI Model Race Is Splitting Apart
What the newest frontier models reveal about tiered intelligence, long-running agents, safety-gated capability, and the return of open-weight competition.- Published on