1d ago · 4 min read · AI agents are no longer experiments. They’re writing code, moving money, and operating infrastructure. But as they gain autonomy, one question keeps coming up: how do you safely control what they can
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3d ago · 11 min read · Most semantic search tutorials treat embeddings as a single line of code — call the API, get a vector, store it. In practice, this is the part of the system where the most subtle bugs live. Not the ki
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4d ago · 4 min read · OpenAI just bought Astral. If you don't know what that means, here's the short version: Ruff and uv - the Python linter and package manager that mass-replaced flake8, black, isort, pip, and poetry for millions of developers - are now owned by the com...
Join discussion4d ago · 5 min read · Three things happened this month that enterprise engineering teams should be paying attention to. OpenAI acquired Astral - the company behind Ruff and uv, Python tools used by 100 million developers monthly. The FSF is pushing courts to force open-so...
Join discussion4d ago · 4 min read · OpenAI just bought Astral. If you don't know what that means, here's the short version: Ruff and uv - the Python linter and package manager that mass-replaced flake8, black, isort, pip, and poetry for millions of developers - are now owned by the com...
Join discussion4d ago · 5 min read · Last year I built RingFoods — an AI voice agent that answers phone calls for restaurants. It handles reservations, takeout orders, FAQs, and customer feedback, all in real time over a phone call. This
Join discussionMar 17 · 15 min read · The Problem Oracle E-Business Suite (EBS) is the backbone of thousands of enterprises worldwide. It manages Accounts Payable, Purchasing, General Ledger, Accounts Receivable, Inventory, and Human Reso
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Mar 17 · 4 min read · GPT-5.4 API Performance & Economics: A Benchmarked Comparison of OpenAI, Azure, and OpenRouter The launch of GPT-5.4 on March 17, 2026, has brought the "1-million token context" into the production mainstream. However, for engineers building autonomo...
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