digitado

On March 10, my company, Vorticom, Inc. turns twenty-three years old. That milestone carries a bit more meaning when you consider the odds. According to the U.S. Small Business Administration’s Office of Advocacy, only about half of small businesses survive five years and roughly one-third make it to ten. When a company crosses into its third decade, it has already outlasted most of the businesses that began the journey with it. But the story of how Vorticom began […]

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I woke up this morning to Anthropic dropping Claude Opus 4.7. No slow rollout, no waitlist. Just a new model sitting in Claude Code, the API, and every major cloud provider simultaneously. I have been running Opus 4.6 as my default coding model for months. It has been the backbone of my agentic coding workflow, my content pipeline, and most of my production debugging sessions. So the first thing I did was throw my hardest open tasks at Opus 4.7 to […]

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A fully autonomous machine learning engineering agent. A benchmark that matters. And a question that cuts deeper than the hype: when a machine does the work, what happens to the learning part? The race to automate software engineering is expanding to new territory: machine learning. Neo is a fully autonomous machine learning engineering agent that handles the entire pipeline from problem statement to deployed model. Built by Gaurav and Saurabh Vij, Neo topped the MLE-Bench leaderboard and compressed a six-month […]

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Last month, I became aware of GitHub agentic workflows. I read the site carefully, but the use cases weren’t very exciting to me. I tried the continuous documentation It didn’t work out initially, and because of my lack of involvement, I left it as it was. However, I succeeded in another one that I want to describe in this post. Note: With lessons learned here, I managed to make the documentation workflow work! Every relevant change now creates […]

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Prediction markets reported their strongest week, with Kalshi hitting a notional volume of $3.54 billion while Polymarket recorded $2.48 billion; the industry’s combined notional volume crossed $6.5 billion, setting a new overall high, according to DeFi Rate. Image source: DeFi Rate This surge coincides with a positive outlook on the industry by Bank of America Analysts who expect sports-related events contracts to hit $1.1 trillion per year. Bernstein also estimates that total market volumes will reach $240 billion […]

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If you’ve glanced at a tech news feed anytime in the last year, you’ve likely felt the collective heart palpitations of the software development industry. Headlines scream about the “End of the Programmer” showcasing tools like Devin, GitHub Copilot and Cursor churning out entire web apps from a single text prompt It’s easy to fall into a spiral of existential dread. Will a neural network render your hard-earned computer science degree or boot camp certificate obsolete? Take a deep breath. […]

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What You’re Building Two binaries — hbbs (ID/Rendezvous) and hbbr (Relay) — managed by NSSM as auto-start Windows services. Clients on your LAN connect through your server instead of RustDesk’s public infrastructure. Your server generates an Ed25519 keypair on first run. Every client needs the public key to trust your server. Lose the private key, regenerate everything. Prerequisites Step 1: Download Binaries Create a dedicated directory. This guide uses C:RustDeskServer — pick any path, but don’t move it […]

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“No man ever steps in the same river twice, for it is not the same river and he is not the same man.” -Heraclitus, 5th century BCE Suppose there is some online information about you that you’d prefer to keep private. It could be something you worry others would find unprofessional, something you consider embarrassing, or something that is inaccurate. For any reason, you want that information not to show up when people look up your name. Privacy […]

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Release: datasette 1.0a28 I was upgrading Datasette Cloud to 1.0a27 and discovered a nasty collection of accidental breakages caused by changes in that alpha. This new alpha addresses those directly: Fixed a compatibility bug introduced in 1.0a27 where execute_write_fn() callbacks with a parameter name other than conn were seeing errors. (#2691) The database.close() method now also shuts down the write connection for that database. New datasette.close() method for closing down all databases and resources associated with a Datasette instance. This is called automatically when the server […]

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arXiv:2603.06431v2 Announce Type: replace-cross Abstract: Neural network methods for PDEs require reliable error control in function space norms. However, trained neural networks can typically only be probed at a finite number of point values. Without strong assumptions, point evaluations alone do not provide enough information to derive tight deterministic and guaranteed bounds on function space norms. In this work, we move beyond a purely black-box setting and exploit the neural network structure directly. We present a framework for […]

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