popcon dev log 8. Added an archive page to browse and resume past jobs, per-action start-frame review flow, and VFX element recovery for BiRefNet matting.
Anthropic launched Project Glasswing with major tech partners and unveiled Claude Mythos Preview, a frontier model that discovered thousands of zero-day vulnerabilities across every major OS and browser
KOSPI200 live stock search, WebSocket event history hydration, agent lifecycle events, DART EPS field expansion, and Research page enrichment
A technical analysis of three structural bottlenecks in multi-agent AI systems and why orchestrator design matters more than agent count
agentsview is a local-first Go app that indexes coding-agent sessions into SQLite and replaces ccusage with 100x faster queries
BiRefNet is a bilateral-reference high-resolution dichotomous image segmentation model from CAAI AIR 2024 with practical background removal wins
A single but load-bearing fix syncing HarnessKit's marketplace.json version to 0.4.0 to resolve hook path errors from a version mismatch
Five production fixes on hybrid-image-search-demo including Google token clock skew, S3-backed ref key cache, attribute-aware model auto-injection, and relabeled personas
A proxy-based study of Claude Code cache bugs causing 10-20x token inflation on Max plans, with a GrowthBook flag override that reduced B4 and B5 events to zero
Split popcon's heavy image processing into a RunPod Serverless GPU worker with asyncio.gather parallelization and BiRefNet-based matting
