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Building AI-Powered Observability with Heroku Managed Inference and Agents
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www.heroku.com
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3 months ago
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eng
If you’ve ever debugged a production incident, you know the drill: IDE on one screen, Splunk on another, Sentry open in a third tab, frantically copying error messages between windows while your PagerDuty keeps buzzing. You ask “What errors spiked in the last hour?” but instead of an answer, you have to context-switch, recall complex […] The post Building AI-Powered Observability with Heroku Managed Inference and Agents appeared first o..
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If you’ve been reading recent Hacker News threads, you’ve probably noticed a recurring tone: a recurring mourning for “craftsmanship” in software, for the clay-in-hands feeling of shaping code line by line. Here’s some evidence: “We mourn our craft” “I miss thinking hard” “I started programming when I was 7… the thing I loved has changed” And, of course, existential dread about “slop” eating the internet If we borrow the “five....
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Discover 75+ awesome Obsidian plugins, including Dataview, Tasks, Templater, and more. Curated by a PKM expert with 1,000+ users using my Obsidian Starter Kit
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One of the most common requests I've gotten from users of my little Firefox extension( https://timewasterpro.xyz ) has been more options around the categories of websites that you get returned. This required me to go through and parse the website information to attempt to put them into
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Would you like to learn how to work with LLMs locally on your own computer? How do you integrate your Python projects with a local model? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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Hello! We are very pleased to inform you that we are taking the necessary steps to completely renovate our infrastructure in the United Kingdom. The current servers will be dismissed and replaced by six 10 Gbit/s servers with newer and much more powerful hardware. Each 10 Gbit/s server will be connected to a full duplex 10 Gbit/s dedicated line and port. Each new server replaces 2.5 current 1 Gbit/s servers in order to increase remarkably....
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A practical workflow for using coding agents effectively in crypto projects, with concrete tools, habits, and safety practices.
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A CLI RSS/Atom feed reader with OPML support, smart caching, full-text search, content extraction, broken link repair, and an interactive TUI.
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A CLI RSS/Atom feed reader with OPML support, smart caching, full-text search, content extraction, broken link repair, and an interactive TUI.
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After going through the topic of SRS I have to admit: it feels like a totally different game. It is incredible how much this rule set pays into the tetris experience! It definitely took a while to find a good way to implement it; but pretty happy with the outcome. Your browser doesn't support embedded videos, but don't worry, you can download it and watch it with your favorite video player! Oh, and you can now save blocks for lat..
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When I was a kid, I would assemble binders with information about topics I was interested in. My favorite one was about airplanes and their specifications. I find that collecting information helps me ...
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The Marginalia Search index has recently seen some design tweaks to make it perform better, primarily the introduction of postings list compression. Last year, the index was partially re-implemented with SSDs in mind . This was largely a success, but left some lingering issues with tail latencies that sometimes weren’t what they needed to be. To ensure predictable execution times, the query execution is provided a timeout value, after ..
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Security cameras are a type of product especially prone to enshittification , and Wyze is a notable case study of this phenomenon. Introduced as super-affordable, reliable cameras with free cloud storage, they immediately won the love of millions. Then the company kind of realized that the low-margin/free-service business model was unprofitable from the start (surprise!), and tried all types of annoying monetization. That failed (obvious....
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After going through the topic of SRS I have to admit: it feels like a totally different game. It is incredible how much this rule set pays into the tetris experience! It definitely took a while to find a good way to implement it; but pretty happy with the outcome. Your browser doesn't support embedded videos, but don't worry, you can download it and watch it with your favorite video player! Oh, and you can now save blocks for lat..
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Happy 25th birthday to the manifesto for agile software development!
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www.sicpers.info
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3 months ago
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eng
11th-13th February 2001 is the occasion of the most famous skiing holiday in software. Don’t take my word for it; Jim Highsmith was there and wrote the history. It’s pretty astounding that, in a field where everyone tries to remind … Continue reading →
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Code hosts like GitHub don't necessarily show the correct source of Go modules. pkg.geomys.dev is a new convenient viewer for module source.
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I read this and then had trouble finding it for a year, I'm writing about it so I have a way to find it... The proposal here is so obviously correct that it's shocking it doesn't come up more often when people discuss the NBA Draft... basically the idea is that you assign a high […]
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AppSec is often stalled by a lack of trust: will this fix break my app? Snyk’s new Breakability Risk feature solves this by identifying which security updates are safe to merge and which require caution. By focusing on low-risk fixes first, developers can clear backlogs four times faster and reduce security debt without increasing their workload.
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AI agents introduce new security risks like prompt injection and data exfiltration. Learn how guardrails, hook-based controls, and Arcade’s Contextual Access secure AI agent tool calls in real time.
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While AI accelerates software delivery, it also scales security risks by turning minor errors into systemic vulnerabilities. Learn how to transform AI from a potential liability into a secure engine for growth through robust governance and control.
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Travel brings up amazing contrasts. Sometimes you are eating croissants on a high-speed train zooming through Europe. Sometimes you sipping wine in a huge metal tube flying over Greenland's icecaps....
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arent forum sites supposed to be crawling with weirdos bro im bored where are all the weird gross ol...
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A CLI, REST API, and MCP server for fast audio transcription on Apple Silicon, built on parakeet-mlx and the Parakeet TDT model.
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A CLI, REST API, and MCP server for fast audio transcription on Apple Silicon, built on parakeet-mlx and the Parakeet TDT model.
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Unified command-line interface and MCP server for Z.AI services: image generation, OCR, vision, web search, web reader, and Zread code research.
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Unified command-line interface and MCP server for Z.AI services: image generation, OCR, vision, web search, web reader, and Zread code research.
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I was today years old when I learned, that my approach to dropping blocks is super naive. Hell, there is even an official Tetris guide on how blocks have to behave under certain conditions. They call it the Super Rotation System !😅 It even seems to be some kind of common sense among Tetris conoceurs. Guess I will implement it, as this would mean blocks in the game would behave as in every other modern Tetris game. Also things like T-Sp..
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Get precise results for searches on US addresses. Enhanced preprocessing of our Search now handles "messy" inputs such as floors, suites, and apartments.
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I was today years old when I learned, that my approach to dropping blocks is super naive. Hell, there is even an official Tetris guide on how blocks have to behave under certain conditions. They call it the Super Rotation System !😅 It even seems to be some kind of common sense among Tetris conoceurs. Guess I will implement it, as this would mean blocks in the game would behave as in every other modern Tetris game. Also things like T-Sp..
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Is your test in the business of calculating the expected output from the inputs? Then your test is duplicating the logic from the code under test. There is a reason why too much logic in tests is frowned upon : If you implement the same logic twice, you are prone to repeat the same mistakes in the test which you already made in the real implementation . for c in [ Case(socket_type=SOCK_STREAM, fruit="Apple"), Case(socket_type=SOCK_....
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Is your test in the business of calculating the expected output from the inputs? Then your test is duplicating the logic from the code under test. There is a reason why too much logic in tests is frowned upon : If you implement the same logic twice, you are prone to repeat the same mistakes in the test which you already made in the real implementation . for c in [ Case(socket_type=SOCK_STREAM, fruit="Apple"), Case(socket_type=SOCK_....
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Is your test in the business of calculating the expected output from the inputs? Then your test is duplicating the logic from the code under test. There is a reason why too much logic in tests is frowned upon : If you implement the same logic twice, you are prone to repeat the same mistakes in the test which you already made in the real implementation . for c in [ Case(socket_type=SOCK_STREAM, fruit="Apple"), Case(socket_type=SOCK_....
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Mickaël’s FOSDEM talk about the Island sandboxing tool : https://fosdem.org/2026/schedule/event/EW8M3R-island/ (with 📽️ video!) The Island sandboxing tool comes with tight integration with the zsh, to make sandboxing a part of the everyday workflow. When you use that integration, the directory that you are in determines the Landlock policy which is then applied to the commands that you run. 🐚
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Mickaël’s FOSDEM talk about the Island sandboxing tool : https://fosdem.org/2026/schedule/event/EW8M3R-island/ (with 📽️ video!) The Island sandboxing tool comes with tight integration with the zsh, to make sandboxing a part of the everyday workflow. When you use that integration, the directory that you are in determines the Landlock policy which is then applied to the commands that you run. 🐚
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Mickaël’s FOSDEM talk about the Island sandboxing tool : https://fosdem.org/2026/schedule/event/EW8M3R-island/ (with 📽️ video!) The Island sandboxing tool comes with tight integration with the zsh, to make sandboxing a part of the everyday workflow. When you use that integration, the directory that you are in determines the Landlock policy which is then applied to the commands that you run. 🐚
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