Tools, workflows and AI experiments worth saving.
Why modern low-latency voice and chat agents should share the same database, tool integrations, and real-time state engine rather than living in disconnected departmental silos.
How running quantized models alongside real-time GPU compute unlocks tactile, immediate generative experiences in modern browser runtimes without cloud latency.
ReposA production pattern library for self-correcting agent tasks, token-bounded retries, and reproducible JSON outputs across heterogeneous LLM backends.
ReviewsA rigorous empirical comparison of latency, recall precision, chunk overlap sensitivity, and hosting costs across top dense and sparse vector models.
AI NewsAnalyzing how distillation, speculative decoding, and native 4-bit quantization are turning lightweight 3B–8B models into primary daily drivers.
GuidesMoving past generic spinning loaders to ambient, progressive feedback that respects human attention, spatial pacing, and perceptual continuity.
ToolsReal-world architectural trade-offs between GPU buffer management, browser fallback cascades, and mobile thermal budgets in commercial web applications.
ReposBuilding an open-source AST and dependency graph crawler that indexes multi-package repositories for high-confidence multi-agent reasoning.
