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13:22
2026-10-02
spens.refwd.ai
ai-agents

Show HN: Spens sandboxed, observable coding agents

Spens, a new open-source tool for sandboxing and observing coding agents, launched on Hacker News, using Docker, nono and mitmproxy to create reproducible sandbox environments that capture all agent traffic. Spens suppor…

03:13
2026-10-02
byteiota.com
ai-agents

Claude Code Mods: Rewrite the Agent From the Inside Out

Claude Code Mods launched on October 1, introducing TypeScript hooks that rewrite the agent's event pipeline. Within 24 hours of the launch, one user built Tetris with the hooks while another used them to steal credentia…

08:41
2026-09-30
dev.to
ai-agents

One Repo, One Package: How We Structure Code for AI Agents

A developer at Microwise AI outlined MWD (Microwise Development), a methodology that enforces one Git repository per package so AI coding agents work within concrete, easily scoped boundaries. To preserve hierarchy acros…

03:10
2026-09-30
dev.to
ai-agents

UI Architecture That AI Coding Agents Can Actually Use

A developer argues that AI coding agents produce sprawling, unfocused pull requests when working in tangled frontend codebases, and that bounded feature packages with explicit ports, public API contracts, and determinist…

00:00
2026-09-30
usageatlas.com
developer-tools

How to track Kilo Code usage and credit balance

UsageAtlas released a free, open-source integration that lets developers track Kilo Code credit balances and Kilo Pass counters by entering a Kilo API key or reusing a login created by `kilo auth login`. The integration …

18:07
2026-09-29
dev.to
ai-agents

Your AI coding agent hit a limit? Keep working with MateMCP

A developer built MateMCP, an open-source tool that runs an agent on the user's own machine and exposes capabilities through the Model Context Protocol, letting an AI conversation keep working when a provider's built-in …

10:43
2026-09-29
dev.to
ai-agents

Claude Code PDCA: Why 100% alignment is not success

A developer running six PDCA (Plan-Design-Do-Check-Act) cycles with Claude Code on a color extraction tool found that 100% design-to-implementation alignment did not translate into fixes, with one cycle showing full alig…

07:11
2026-09-29
byteiota.com
artificial-intelligence

Android Bench 2.0: AI Coding Agents Fail 72% of Hard Tasks

Google's Android Bench 2.0 benchmark shows the best AI coding agent completes only 28% of multi-day Android development tasks, failing 72% of them, according to byteiota. The report includes the full leaderboard and a ta…

07:25
2026-09-28
technode.com
artificial-intelligence

Huawei open-sources openPangu-2.0 pretraining, SFT and RL code

Huawei's Ascend Tribe released the pretraining, supervised fine-tuning and post-training reinforcement-learning code for its openPangu-2.0 model family. The release includes openPangu-2.0-Training, which supports pretrai…

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