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Product Thinking

Planning, roadmaps, backlog prioritization, and decision frameworks.

AllAI & ToolsArchitectureBackendFrontendTestingProduct Thinking
Product Thinking·intermediate

Two AI agents need one live memory file

If two AI coding agents share a repo but not a single mutable memory layer, the user becomes the message bus. Here is the failure mode, why it happens, and the operating model that fixes it.

2026-04-29

Product Thinking·beginner

Manual means manual posting, not manual preparation

In multi-platform publishing workflows, 'manual' platforms are often under-served because automation feels unnecessary. But manual posting and manual preparation are different things. Automating the preparation, content, assets, copy, is always worth doing, even when the final post is made by hand.

2026-04-25

Product Thinking·intermediate

The distribution map pattern: one config that drives all publishing outputs

Multi-platform publishing workflows accumulate per-platform hacks over time. The distribution map pattern replaces them with a single declarative config: topic → platform list, which becomes the source of truth for what gets generated and where it goes.

2026-04-25

Product Thinking·intermediate

Category-aware scoring: why one median across mixed data produces noise

Computing a single price median across a mixed dataset produces false positives. Segment by category, subcategory, and relevant attributes before scoring, or your deals aren't deals.

2026-04-18