10LATEST
It’s overwhelming.
But also truly fascinating.
Explore my thoughts and experiments related to AI.
my ai philosophy
$ ls ./experiments --stats
An overview of things I have created, in and outside of work. Shuffle the deck, open a card for the full dossier and the exact tools inside it.
cross-corpus research Q&A · client work, anonymised
One retrieval platform, eight research corpora. Ask a question across a mountain of consulting research and get a cited, evidence-ranked answer instead of a folder to scroll.
The dossier: a shared platform spine (auth, retrieval, citations, UI) with a swappable corpus per engagement. Trust-tiered knowledge bases where strategic conclusions outrank raw transcripts, programmatic citation checking, and a retrieval eval harness so changes are measured rather than felt.
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single-corpus retrieval · client work, anonymised
The same idea at its smallest: one research corpus, one bot, no heavy infrastructure. Twenty interview PDFs held in memory and answering questions within the week they were indexed.
The dossier: proof the platform scales down as well as up. No database, no embedding service, just clean document processing and keyword retrieval sized exactly to the problem. Shipped fast, never needed rescuing.
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cron automation · zero infrastructure
A scheduled automation that wakes up every Monday, searches the web for client news, writes a digest, and posts it to the team channel before anyone has finished their first coffee.
The dossier: zero infrastructure by design. A CI cron job is the entire runtime, one self-contained Python script does the searching, summarising and posting, and it has never once asked for a day off.
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oscarbecher.com · including this page
This website, built end to end: a Next.js site plus the page you are on now, a dependency-free WebGL build with a Blender-scripted 3D character, custom GLSL, and ten typeset articles.
The dossier: the hero scene runs a trail-simulation cursor reveal, a depth-masked 3D headline system, and an expression-rigged character, composited in two render passes. Article pages ship a grounded ask-this-page search that quotes only from the text. Everything hand-rolled, nothing off the shelf.
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home server · always-on infrastructure
A home server built and configured from scratch to deploy and host web apps: headless Linux, containerised services behind a reverse proxy with TLS, deployed straight from git.
The dossier: the unglamorous foundation under the rest. Owning the box means owning the whole path from commit to live URL: DNS, certificates, process management, and backups, with no platform between the code and the internet.
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←→shuffle the deck · click card for more info
$ man ./this-page
The whole page, summarized in a terminal. Ask the machine for the notes, the projects, or the shortcuts; everything prints right there on its screen. It still boots.
