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00:00
2026-09-14
mindstudio.ai
ai-products

Verdant Free Mode: Is It Really Free AI Coding?

Verdant's free mode lets users run its AI coding agent without a subscription or paid credits, with an allowance that refreshes every 5 hours and is also bound by a weekly cap, according to the company. In a hands-on tes…

16:54
2026-09-11
dev.to
ai-tools

Automated code review with CodeRift

A developer built CodeRift, an automated code review platform that analyzes every GitLab merge request through a seven-step pipeline combining TOML-based regex rules, tree-sitter AST analysis, and parallel specialized AI…

17:39
2026-09-09
sourcefeed.dev
ai-safety

Sandbox LLM-Generated Code with gVisor and Docker

A developer guide published on Sourcefeed by Ji-ho Choi demonstrates how to run untrusted LLM-generated code inside a gVisor sandbox using Docker's runsc runtime, verified against gVisor release 20260831.0 on Ubuntu 24.0…

14:18
2026-09-09
promptcube3.com
large-language-models

GPT-5 coding tips

A developer reports that GPT-5 preview builds for Python coding can enter a 'hallucination loop,' repeatedly suggesting the same deprecated library or null checks instead of fixing the root cause, and recommends 'constra…

14:18
2026-09-06
promptcube3.com
artificial-intelligence

Which RAG framework actually works for production code

A developer's three-week test of RAG frameworks for a legacy TypeScript documentation bot found that hybrid graph-based indexing achieved 92% context accuracy versus 40% for basic vector RAG and 65% for managed stacks, w…

06:03
2026-09-04
dev.to
ai-agents

Give Your Coding Agents Proof Obligations, Not Instructions

A developer reports that six AI agents built a full screen of a cockpit application in two hours, but argues that code generation is no longer the bottleneck—proof is. The engineer's multi-agent workflow requires four pr…

17:08
2026-08-31
sourcefeed.dev
ai-infrastructure

Google is rebuilding its cloud around code it doesn't trust

Google Cloud's August infrastructure releases, including a sandboxing library for Ray 2.58 using gVisor, the GA of GKE Agent Sandbox, and the preview of Cloud Run Instances, collectively signal a shift toward supporting …

22:47
2026-08-30
cryptobriefing.com
ai-tools

Anthropic introduces local sandbox mode for Claude Code desktop

Anthropic has introduced a local Bash sandbox mode for Claude Code on desktop, using OS-level isolation to restrict command execution and cutting permission prompts by 84% since development began in October 2025. The fea…

00:52
2026-08-28
micahflee.com
ai-tools

Sandboxing Coding Agents

Micah Lee, a security researcher, published a technical guide on sandboxing coding agents by creating an isolated SSH agent that loads a dedicated agent-only signing key, preventing agents from accessing the developer's …

16:02
2026-08-26
dev.to
artificial-intelligence

Vibe Coding Is Fine. Vibe Debugging Is What Kills You

A developer recounts how a duplicate-email bug caused by an in-memory Set in a multi-instance deployment took nine hours to find, with seven hours wasted watching an AI agent confidently fix unrelated issues. The enginee…

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