[Hands-on] Build Your Own AI Avatar With Human-like Memory
(100% open-source, works in real-time)
(100% open-source, works in real-time)
Socket now supports more granular access control for organizations with Custom Roles and Repository Access Permissions, giving teams a more precise way to manage who can do what, and where they can do it. Modern engineering organizations rarely map cleanly to a single security team or a single set of repositories. A user might need to review alerts for one team's repositories, manage scans for another, or support a temporary project without gaining access to the entire organization. Access…
Every Laravel RAG tutorial builds the same ingestion pipeline (chunk, embed, store) and stops the moment the agent answers on screen. None of them check whether retrieval is any good. But retrieval quality is decided at ingestion, before the model runs once, and four decisions there fail with no error, no exception, no failed test: Chunking that severs the answer mid-sentence, so answer@1 falls while source hit@1 still looks healthy. An HNSW index built with vector_l2_ops while you query with…
Symfony UX 3.2.0 and 2.36.1 are now available. Both releases fix two security issues, one in UX Icons and one in UX Toolkit, so every application using these packages should upgrade as soon as possible. On top of the security fixes, version 3.2.0 ships several…
Symfony AI is approaching its 1.0 release — so let’s take a tour. In this first post of this series, we introduce the Platform component — the foundation layer that connects your PHP application to the world of AI. The AI landscape is fragmented. Every provider…
Affected versions Symfony UX Icons versions >=2.17.0=3.0.0<3.2.0 are affected by this security issue. The issue has been fixed in Symfony UX Icons 2.36.1, 3.2.0. Description The ux_icon() Twig function is marked is_safe=['html'],…
Affected versions Symfony UX Toolkit versions >=2.32.0=3.0.0<3.2.0 are affected by this security issue. The issue has been fixed in Symfony UX Toolkit 2.36.1, 3.2.0. Description The ux:install console command installs files from a…
We are excited to announce that we have scheduled the first meeting for the PHP Ambassador Program! This is the second Special Interest Group launched by The PHP Foundation, and we are inviting you to be a part of it. As mentioned in our 2026 Strategy document, this group will be focused on improving the perception of PHP outside the PHP bubble. It will center on external advocacy and empowering the community to help tell the story of modern PHP in whatever capacity makes sense for them.…
Today we launched a new plugin for Datasette, datasette-apps, with this launch announcement post on the Datasette project blog. That post has the what, but I'm going to expand on that a little bit here to provide the why. The TL;DR Datasette Apps are self-contained HTML+JavaScript applications that run in a tightly constrained <iframe> sandbox hosted on your Datasette application. They can use JavaScript to run read-only SQL queries against data in Datasette, and can run write queries too…
...explained as a step-by-step guide.
AppSec and security engineering teams are under pressure to triage supply chain issues faster, with more context and less manual investigation. A single alert can require checking package metadata, reviewing published files, searching for suspicious code, cross-referencing threat intelligence, and determining whether the package appears anywhere in the organization. Socket MCP is now bringing that workflow into MCP-aware AI assistants. With authenticated access to Socket APIs, teams can…
This week, egghead.io cofounder John Lindquist joined host YK Sugi, founder of CS Dojo and developer experience manager at Eventual, to cover the latest AI news. First on the agenda was the contested release of Claude Fable 5. They also examined the financial shifts reshaping the technology industry, including the rising costs associated with agentic […]
Release: datasette-acl 0.6a0 This release expands datasette-acl from table-only permissions toward a general resource-sharing system. Alex Garcia did most of the work for this release - we're fleshing out the plugin that will allow multi-user Datasette instances finely grained control over who can access which resources within Datasette. Tags: datasette, alex-garcia
When Kubernetes first came onto the scene, it was a major turning point, a revision of the infrastructure and operations space that transformed the way developers and ops personnel build, deploy, and maintain applications in the cloud. It has since become the clear standard for how modern applications are built and operated. As the CNCF […]
SymfonyDay Montreal 2026 is officially a wrap, and what an incredible edition it was on June 4th! A full day packed with inspiring conferences, deep-dive tech insights, and above all, the immense joy of bringing the local Symfony community together.…
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