Why AI assistants forget everything between sessions, and how a small local-first CLI and MCP server can give them persistent, private memory without a cloud dependency.
Read moreNotes on machine learning, data science, and the tools I build along the way.
Why AI assistants forget everything between sessions, and how a small local-first CLI and MCP server can give them persistent, private memory without a cloud dependency.
Read moreA research project on multi-agent reinforcement learning for inventory management, and why the honest, statistically rigorous result was that a well-tuned heuristic beat the learned policy.
Read moreWhy trusting one AI's confident-sounding answer is risky, and how Maestro routes a question to multiple LLMs, then has a judge model synthesize a consensus and flag likely hallucinations.
Read moreStaying on top of AI news without manually browsing ten sources a day, and why budget discipline was a first-class design constraint, not an afterthought.
Read moreGoogle Maps caps search results at roughly 60 places per query. Here's how GeoGem grid-scans a drawn map area with parallel API calls to find every business that fits strict rating and review thresholds.
Read moreGenre tags and manual curation only get playlists so far. Here's how Auto-DJ fingerprints songs by their acoustic features and builds playlists from actual sonic similarity.
Read moreWindows only remembers the last thing you copied. Here's how PastePal turns the clipboard into a searchable, pinnable history tool with a global hotkey.
Read moreWhy ad-hoc online file converters are a bad default for images, audio, and video, and how FormatFusion uses bundled FFmpeg and hardware-accelerated encoding for 3-5x faster local conversion.
Read moreWhy exploring a CSV or Excel file shouldn't require building a custom dashboard first, and how CSV2Dashboard turns any tabular file into an interactive dashboard or a standalone HTML report.
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