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This post was not written with or by AI. Sojourn: Topical Bible Study is an app I published without typing a single line of its code. That part isn’t interesting anymore. Plenty of people are writing code with AI. What I think is interesting is the process. Since ChatGPT
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A turn-based strategy that makes the Second American Civil War semi-fun again The last game developed by PopTop Software, before the game studio was merged with Firaxis, best known for their work on Railroad Tycoon and the Tropico series, and published by Take-Two Interactive, which these days goes by the
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Twenty minutes into a batch of forty shots for Lost Garden, six tiles were still sitting there with a spinning wheel and no progress bar. I did what most people do the first time this happens: I hit cancel, resubmitted the same six prompts, and went to make coffee. Fifteen
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If you have an async app, an internal tool, side project or PoC, there's no reason to pay for a machine that's awake all day for a job that takes so little time. That's where AWS Lambda comes in, charging you only when your
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Modern CI/CD platforms rarely operate in isolation. Engineering teams rely on third-party actions, plugins, extensions, integrations, runners, build tools, deployment modules, package managers, and automation components to accelerate software delivery. These components can connect directly to source repositories, cloud infrastructure, artifact registries, Kubernetes clusters, databases, and production systems. That
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If you have a private domain sitting on the public internet, chances are anyone can reach it. Search engines index it, curious people poke at it, and bots scan it all day long. The usual fixes are a VPN (complex and annoying to maintain), IP allowlists (break the moment someone
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What 263 real-world signals, an 11.3% return, and one brutal drawdown taught me about the difference between building a machine and believing one. 1. When the Machine Started Making Money For years, I had assumed that the difficult part would be building a machine-learning system capable of finding an
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Every week, more SaaS products announce that they are “agent-ready.” Usually, this means the product has a public API or now ships an MCP server. Both are meaningful progress. Neither, by itself, proves that an agent can complete real work reliably. APIs are usually designed for developer-mediated integration. A developer
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When the Score Stops Meaning What It Used To Every ML-based risk system produces a risk score for each event/transaction. Your team sets a threshold and blocks everything above it. Simple enough to explain in a meeting, consistent enough to defend to a regulator. Here's the problem:
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Most ransomware operators don't bother trying to break into a backup system. They go after whoever already has the keys. That's not a new problem. In the 1870s, bank robbers found the same shortcut. You didn't necessarily have to defeat a vault. You needed
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Add a mandatory column to a table that already holds rows, give it no default, and Postgres declines the migration outright. ALTER TABLE users ADD COLUMN role text NOT NULL;ERROR: column "role" of relation "users" contains null values Failing there is the good outcome, because
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A beginner’s guide to using Suno, Udio and other AI music tools in a commercial film without getting blindsided by a copyright gap nobody mentions on the pricing page. I almost sent Lost Garden into a festival submission with a fully AI-generated score, because it sounded finished. It wasn’
