A developer scanned 87 MCP servers for security hygiene using a deterministic rule engine, publishing a leaderboard that grades servers from 100 (clean) down based on critical, high, medium, and low f…
Langfuse launched code evaluators allowing users to run untrusted Python or TypeScript code in its multi-tenant SaaS environment. The company chose AWS Lambda for its runtime due to security, scalabil…
Orkestr has launched custom sandbox templates for AI agents that preinstall tools like ripgrep and ffmpeg, eliminating the need for repeated installations at runtime. The templates are built once via …
GluonDB has developed a method to securely serve a large fleet of persistent agents on a small infrastructure footprint by decoupling orchestration, filesystem, and sandboxed execution. The company ar…
OpenAI announced on June 11, 2026, its acquisition of Ona, the cloud execution platform formerly known as Gitpod, to provide Codex agents with persistent, customer-controlled environments. The deal ad…
Julius, cofounder of Righthand, launched autonomous AI assistants that operate within workflows with skills, goals, and a CLI. The assistants have names, email addresses, phone numbers, and unified me…
Pipa, an autonomous Slack agent built on OpenCode, handles operations tasks like planning, writing, research, and repo cleanup without requiring a developer's laptop or terminal. The architecture uses…
Google released the Gemma 4 family of open-weight AI models this week, ranging from a 2.3B-parameter E2B model up to a 31B dense model, with the smallest variants designed to run on-device. The E2B an…
Google released new Gemma 4 checkpoints optimized with Quantization-Aware Training (QAT) to reduce model memory footprint for local deployment on edge devices and consumer GPUs. The QAT process minimi…
A developer built a persistent session system for the Critique Coding Agent API, eliminating the cold starts and context re-pasting that plagued earlier chained runs. The update keeps the E2B sandbox …
E2B has launched a special offer for founders in a16z Speedrun, providing Andreessen Horowitz-backed early-stage teams with access to its isolated code execution sandbox infrastructure for AI agents. …
Lunch Pail Labs has integrated Honeycomb traces into its AI Slack agent Pipa to solve the black-box problem when the bot fails. The agent, which runs in E2B sandboxes using OpenCode, now sends OpenTel…
Cordium, a new open-source sandbox platform built on Kubernetes and Octelium, eliminates credential injection by providing identity-based, secretless remote access to infrastructure for developers and…
A developer's team has been running production AI agents on Bun for three months, finding the runtime's 15-25ms cold startup significantly improves interactive agent loops compared to Node's 80-120ms.…
Daniel Balcarek built a family trip advisor application using Gemma 4 E2B and found that smaller language models are more reliable when the backend handles orchestration. The project demonstrated that…
Safescript, a new programming language designed for AI agents, eliminates the need for containers or virtual machines by using a closed instruction set and static DAG structure that prevents infinite …
The article describes the development of Remora, a privacy-focused dream journaling app that uses Google's Gemma 4 E2B model for on-device AI analysis, avoiding cloud uploads. The engineering team fac…
The article explains that Google DeepMind's Gemma 4 model family, released on April 2, 2026, includes four variants (E2B, E4B, 26B A4B MoE, and 31B) designed for different deployment needs. It advises…
On April 2, 2026, Google DeepMind released Gemma 4, a family of open-weight AI models built from Gemini 3 research and available under a permissive Apache 2.0 license. The models are natively multimod…
A self-taught 19-year-old developer in Nigeria tested Google DeepMind's Gemma 4 E2B model on an 8GB RAM laptop without a GPU. He fed the model a degraded, double-compressed WhatsApp screenshot of code…