2 min read
Starting Fiction Codec: Multi-Format Book Ingestion
A new project for processing books across formats, with an ingest pipeline, structured storage, and handoff docs.
PythonText ProcessingNLPCLIArchitecture
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2 min read
Migrating This Portfolio From Next.js to Astro
A framework migration for the portfolio, plus two new projects and a contact form that works over SMTP.
AstroNext.jsEmailSMTPArchitecture
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2 min read
An Integration API Connecting Mail, Marketing, and Website Forms
Exposing a Staff Integration API so website forms, Mail, and marketing workflows can talk to each other.
APIIntegrationLaravelEmailArchitecture
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2 min read
Replacing Electron, Stripe Policies, and Starting a POA Portal
Desktop mail improvements, dropping Electron, adding payment policies to the portfolio, and starting Lake Forest POA.
EmailStripeAstroPHPArchitecture
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2 min read
Absorbing Eight Projects Into a Canonical TinyCLD Monorepo
A 48-commit day using git subtrees to fold tinycld, calendar, mail, drive, contacts, and more into one repo—plus a shared inbox workflow.
MonorepoGitArchitectureEmailCI
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1 min read
Configuring IMAP Sync State Fanout
Making sync state fan out predictably and pinning an implementation that can be tested.
EmailIMAPTestingArchitecture
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1 min read
Consolidating the Runtime Core and Parquet Research Tooling
Finishing the dex-trader runtime consolidation and unifying edge-lab's parquet tooling.
RefactorPythonArchitectureTradingParquet
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3 min read
A Twelve-Phase Merge, a Role Overhaul, and Fresh Training Data
Bringing two dex-trader branches together phase by phase while overhauling roles and wiring a daily training-data pipeline.
TypeScriptLaravelArchitectureData PipelinesTrading
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2 min read
RunSpec, Bootstrap, Bayesian Scoring, and the Pyramid
Consolidating config into a RunSpec, adding bootstrap and Bayesian layers, and turning a research pyramid into a funnel.
PythonArchitectureBayesianBacktestingResearch
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2 min read
134 Commits: Sprints, Ensembles, and a Full Research Pipeline
The largest single day in the repo—a three-track roadmap executed as six sprints, ending with walk-forward ensembles and a filter-quality bundle.
PythonBacktestingMachine LearningArchitectureResearch
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2 min read
Turning a Hacky Local Server Into a Documented Project
A long documentation-and-research push that took ArcLLM from working code to a three-phase, gated roadmap.
AIPythonLocal LLMDocumentationArchitecture
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4 min read
Replacing ARQ with a Unified Redis Streams Worker: Why I Simplified My Distributed Task System
I replaced ARQ with a lightweight Redis Streams polling worker—cutting 6k+ lines and improving reliability across my scraping fleet.
pythonredisdistributed systemstask queuesarchitecture
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