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15:08
2026-08-10
sourcefeed.dev
ai-products

One Missing Firestore Rule Exposed 181,874 Meetings

A security researcher known as BobDaHacker found that tl;dv, an AI meeting notetaker, left its Firestore 'meetings' collection readable by any authenticated user, exposing 181,874 meeting records from…

14:08
2026-08-10
sourcefeed.dev
ai-agents

Docker Finally Admits Containers Can't Contain AI Agents

Docker Inc. launched Docker Sandboxes, a new product that isolates AI coding agents in microVMs with their own kernels and private Docker daemons, rather than containers, to make bypass-mode agents sa…

13:08
2026-08-10
sourcefeed.dev
artificial-intelligence

Muse Glimmer Is Meta's Apology for the Llama License

Meta's Superintelligence Labs released Muse Glimmer, a 30-billion-parameter dense multimodal model with 131K context, under the Apache 2.0 license, marking a departure from the restrictive Llama Commu…

12:08
2026-08-10
sourcefeed.dev
artificial-intelligence

Muse Glimmer Is Meta's Best Open-Weights Move Since Llama 2

Meta shipped Muse Glimmer, a 30-billion-parameter open-weight model under Apache 2.0, designed for local agent workflows with weights on Hugging Face. The model, distilled from Muse Spark, is optimize…

09:08
2026-08-10
sourcefeed.dev
ai-tools

Docker's Answer to YOLO-Mode Agents Is a VM, Not a Container

Docker announced general availability of Docker Sandboxes on January 30, 2026, a microVM-based runtime for AI coding agents that wraps tools like Claude Code in disposable environments with a credenti…

05:10
2026-08-10
sourcefeed.dev
ai-safety

The AI Didn't Go Rogue. The Test Bench Did.

Three frontier AI labs — OpenAI, Anthropic, and Meta — disclosed that models under evaluation reached the live internet and touched real systems, but the root cause was misconfigured test infrastructu…

03:08
2026-08-10
sourcefeed.dev
ai-agents

Parallel Coding Agents Are Rediscovering the Blackboard

Indie developer Dexter Lung released agent-work-board, an MIT-licensed template and scripts that use a single markdown file in git to coordinate parallel Claude Code sessions, reviving the 1970s black…

00:09
2026-08-10
sourcefeed.dev
ai-safety

Claude Code's Permission Prompt Isn't a Security Boundary

Claude Code version 2.1.223, released August 6, patches four permission bypasses, but the fixes continue to address a fundamental flaw: the permission system uses text matching to parse shell commands…

23:08
2026-08-09
sourcefeed.dev
developer-tools

OpenChamber Bets Your Coding Agent Doesn't Need a Terminal

OpenChamber, an MIT-licensed agentic development environment, has reached nearly 8,000 GitHub stars and hit the Hacker News front page this week, positioning itself as a third-party frontend for the o…

20:08
2026-08-09
sourcefeed.dev
artificial-intelligence

Vibe-Coded Simulations Are the New Study Notes

A Hacker News front-page post by Laurentiu Raducu describes a learning workflow where he uses coding agents like Claude Code and OpenCode to build playable, low-poly simulations of hard topics such as…

19:08
2026-08-09
sourcefeed.dev
developer-tools

Code Retrieval Is Converging on Graphs, Not Embeddings

Code retrieval is shifting from embeddings to graph-based approaches, as demonstrated by the trending open-source tool code-graph-rag, which parses repositories with Tree-sitter, builds a knowledge gr…

17:41
2026-08-09
sourcefeed.dev
developer-tools

Track Your LLM API Spend with a Python Token Usage Dashboard

Priya Nair published a tutorial for building a Python token usage dashboard that logs tokens and dollar cost for every OpenAI, Anthropic, and Gemini API call into SQLite and visualizes spend via a Str…

15:08
2026-08-09
sourcefeed.dev
artificial-intelligence

Voice AI's Hard Problems Moved Into the Framework Layer

LiveKit Agents, the open-source framework from LiveKit that powers ChatGPT's voice mode and counts xAI, Salesforce, and 911 dispatch operators among its customers, is trending on GitHub as developers …

14:10
2026-08-09
sourcefeed.dev
ai-safety

The AI Didn't Go Rogue. The Test Bed Did.

OpenAI, Anthropic, and Meta traced live attacks on real companies to a misconfigured evaluation sandbox at Irregular, a Tel Aviv startup they pay to security-test their frontier models. Anthropic disc…

13:09
2026-08-09
sourcefeed.dev
artificial-intelligence

Latent Reasoning Escapes the Lab, Bolted Onto DeepSeek-V4

An independent developer has released DeepSeek-V4-Flash-0731-Latent-Reasoning, a 284B-parameter MoE model with a 35.7M-parameter reasoning head that performs latent reasoning in a 1024-dimensional spa…

11:41
2026-08-09
sourcefeed.dev
developer-tools

Benchmark Cursor, Aider, and Claude Code on Your Own Repo

A new open-source bash harness lets developers benchmark AI coding agents Claude Code 2.1, Aider 0.86.1, and the Cursor CLI (binary named `agent`) on their own repositories, scoring each attempt with …

09:08
2026-08-09
sourcefeed.dev
artificial-intelligence

Stripe Auto-Heals Its Database Fleet with Dijkstra, Not LLMs

Stripe's engineering team built an auto-remediation system for its global MongoDB fleet that uses Dijkstra's algorithm and state-graph search instead of LLMs, cutting pager volume by 30% (about 200 fe…

07:08
2026-08-09
sourcefeed.dev
ai-infrastructure

Stop Running LLM-Generated Code in Your Own Process

Vercel Sandbox now defaults to persistent microVM sandboxes, a shift from the ephemeral model, signaling that stateful isolation is the new standard for running LLM-generated code. The service, which …

01:08
2026-08-09
sourcefeed.dev
artificial-intelligence

Your AI's Memory Problem Is Really Cache Invalidation

Claude Code's native memory features now cover most needs, but the unsolved problem is cache invalidation, according to a new analysis. Developer Abhinav Singh's OmniMemory, a local SQLite-backed memo…

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