A dev log on fixing the live gate marker so the feed shows the in-progress pipeline stage correctly over SSE, plus kicking off Typst-based pptx export and Firebase auth
A thematic read of the science Gemini medical AI quantum computing and edge model announcements Google Research made at IO 2026 framed as a research to product pipeline
A short dev log on fixing OpenAI generated image size mismatches and preferring location-matched tone references in the generation path
A deep dive into AI slide generation tooling comparing native editable pptx engines against slides-as-code frameworks like Marp Slidev and Typst
Reading the Claude Opus 4.8 coding-agent gains and honesty improvements alongside the 2028 AI leadership paper released around the same time to map the two axes of frontier competition
Twenty-three commits over four days closing out the build phase — production LLM-call telemetry with token usage and logCtx, per-project state isolation under workspace refresh, the inline past-gate rewind that lets users edit any prior decision from chat without leaving the session, and the final pass to unify the revision-request marked-card visual across every canvas tab
Seventy commits over seventeen days — splitting paired image generation into independently-retried sides, adding an admin pipeline to promote user-generated images into the shared model reference pool, and a long tail of UX and prompt fixes
Five commits sealing four small production cracks — three-layer dedup for retry/regenerate/approve to stop duplicate GPU spend, self-healing TTL on the off-hours flag so a missed cron stops wedging the API, archive-card thumbnail fallback, and stale-while-revalidate caching for the credits pill
Reading the bmad-method agent orchestration framework alongside a Codex OAuth crash and a Claude Code thinking-block session-poisoning bug filed the same week to gauge the reliability of agentic coding primitives
Bundling four papers that landed around the same time into the three axes of trusting machine output better grounding stronger verification and measured hallucination
