SocialPredict Release Dossier Dashboard
A live GitHub Pages presentation on release dossiers, evidence, and the delivery controls needed to move SocialPredict toward production reliability.
Writing Index
A deliberately small archive: finished pieces first, then the ideas currently being shaped into something worth publishing.
Links that are already live and meant to be shared.
A live GitHub Pages presentation on release dossiers, evidence, and the delivery controls needed to move SocialPredict toward production reliability.
A live GitHub Pages presentation on the structure around agent-first development: repo topology, context management, source controls, and how to make automation reviewable.
A live GitHub Pages microsite on the engineering reality of auto-coding workflows: speed, debt, supervision cost, and the case for hard and soft guardrails.
Current draft directions that are being actively shaped, but are not yet published.
A presentation draft on why agent quality has two separate axes: reasoning design and knowledge access, with notes on personas, knowledge bases, and MCP.
A draft article mapping the current A2A registry landscape: knowledge agents, payment wedges, trust layers, and the still-speculative public agent worlds emerging around them.
A design document for building A2A-compliant agents on top of Apple MLX: local inference, AgentCard design, streaming task handling, and the shape of a private on-device backend.
A working note on turning dense PDFs into listenable audio: document parsing, narration structure, voice workflows, and the product shape of a personal research-listening tool.
A system design note on governing AI token usage before subsidized pricing fades: measuring consumption by workflow, routing across model portfolios, compressing context, and building fallback paths that make cost discipline part of the architecture.
A research direction on what happens if agents, apps, and task-specific surfaces replace the browser as the main interface to the web: discovery, trust, identity, payments, and publishing without tabs.