llm-gemini 0.32a0
llm-gemini 0.32a0
Release: llm-gemini 0.32a0 Compatible with llm>=0.32a0 alpha - adds the ability to stream reasoning tokens. Tags: gemini, llm
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datasette-llm 0.1a8
datasette-llm 0.1a8
Release: datasette-llm 0.1a8 Fix for bug where llm_prompt_context() hook did not fully collect chains of responses. #7
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Popular Go Decimal Library Targeted by Long-Running Typosquat with DNS Backdoor
Socket's Threat Research Team identified a malicious Go module published as github.com/shopsprint/decimal, a typosquat of the widely used github.com/shopspring/decimal arbitrary precision arithmetic library. The typosquatted module has been present on the Go ecosystem since 2017-11-08 and was weaponized on 2023-08-19 when version v1.3.3 added a malicious init() function that opens a DNS TXT record command and control channel to a threat actor controlled subdomain on a free dynamic DNS provider.…
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When an Agent Deletes the Production Database
When an Agent Deletes the Production Database
Another day, another example of an AI Agent “running rogue” and doing something the human operator didn’t want it to do. The tl;dr is that Jeremy (Jer) Crane, founder of PocketOS, was using Claude to perform some routine DB maintenance. Claude then proceeded to delete the production database and all backups hosted at their cloud […]
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Details That Make Interfaces Feel Better
Details That Make Interfaces Feel Better
Jakub shares a collection of small interface details that compound into a much better user experience, from text wrapping and concentric radius math to interruptible animations and optical alignment. It is packed with practical UI polish ideas that are easy to miss, but hard to unsee once you notice them. Read more
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SymfonyDay Montreal 2026: Migrating Legacy Symfony in Production
SymfonyDay Montreal 2026 is just around the corner, taking place on June 4 at L'Espace Quartier Latin (UQAM). Get ready for a day of high-level technical exchange! 🎤 Speaker announcement! Arnaud Oltra, Tech lead developer, Alesco, will share his…
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AI Artifact Catalogs: Durable Standards Worth Institutional Investment
Companies everywhere are trying to leverage AI to boost internal productivity metrics. Some, like Ramp and Intercom, are succeeding. Many are failing. To make matters more complicated, the narrative around what tooling enables these gains is constantly shifting. For software engineers, auto-complete via GitHub Copilot was the bleeding-edge tool of choice in 2024. Then it […]
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New in Symfony 8.1: Validator Improvements
Symfony 8.1 improves the Validator component with new constraints, Clock support, and reentrant validators. New Xml Constraint Contributed by Mokhtar Tlili…
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Active Supply Chain Attack Compromises @antv Packages on npm
Socket’s Threat Research team is investigating an active npm supply chain attack involving compromised packages in the @antv ecosystem. The attack affects packages tied to the npm maintainer account atool, including echarts-for-react, a widely used React wrapper for Apache ECharts with roughly 1.1 million weekly downloads. Socket quickly detected the malicious publish wave and classified the affected versions as known malware. Socket’s internal review identified hundreds of unique packages. The…
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The last six months in LLMs in five minutes
The last six months in LLMs in five minutes
I put together these annotated slides from my five minute lightning talk at PyCon US 2026, using the latest iteration of my annotated presentation tool. # I presented this lightning talk at PyCon US 2026, attempting to summarize the last six months of developments in LLMs in five minutes. # Six months is a pretty convenient time period to cover, because it captures what I've been calling the November 2025 inflection point. November was a critical month in LLMs, especially for coding. # For one…
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Implement Knowledge Distillation from Scratch
(must-know to efficiently run ML models in production)
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Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose
Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose
Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose, in Los Angeles River, CA, USI'm heading home from PyCon US today so I went on a last morning walk to try and spot a pelican. I saw one! Didn't get a great photo of that, but I did see some goslings down by the swan boat lake.
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Utilizing Claude Skills in client projects
Utilizing Claude Skills in client projects
In this post, Dries shows how they use Claude Skills to automate repetitive work in client projects, like generating Saloon requests, DTOs, and Livewire pages. It is a practical look at where these workflows save a lot of time, and where careful review still matters. Read more
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SymfonyDay Montreal 2026: Reconfiguring Symfony in real time with sidekicks
SymfonyDay Montreal 2026 is calling! Join us on June 4, 2026, at L'Espace Quartier Latin (UQAM) for an exceptional day of technical deep dives and community networking. 🎤 Speaker announcement! Don't miss Nicolas Grekas, Symfony Core team Member,…
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Agent Skills Work but the Research Shows Most Teams Are Building Them Wrong
Agent Skills Work but the Research Shows Most Teams Are Building Them Wrong
This post was originally published on The Nuanced Perspective and is being reposted here with the authors’ permission. Agent skills are everywhere right now. Atlassian built them into Rovo so agents can automatically triage Jira tickets, draft Confluence pages, and route service requests without anyone typing a prompt. Canva and Figma use them so Claude […]
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