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Hacker News - Wed, 02/25/2026 - 6:47pm
Categories: Hacker News

Show HN: Deff – Review AI-generated code changes

Hacker News - Wed, 02/25/2026 - 6:43pm

I built Deff because AI coding tools sped up writing code, but reviewing their changes became the new bottleneck. Most of my time was going into checking noisy diffs, understanding intent, and making sure nothing subtle broke. Deff is focused on one thing: helping you review AI-generated code changes faster and with more confidence. It helps surface what changed and is allowing me to use it with some vim motions so I can easily jump from nvim to opencode to deff. Would love feedback from people using AI coding assistants heavily — especially on review workflows, false positives, and what still feels slow.

Comments URL: https://news.ycombinator.com/item?id=47159700

Points: 1

# Comments: 0

Categories: Hacker News

Show HN: Provision Stateless GPU Compute with Claude Code's Remote Control

Hacker News - Wed, 02/25/2026 - 6:28pm

claude mcp add terradev --command terradev-mcp

Ask Claude Code to find the cheapest spot A100 from your own directory of APIs for providers (keys kept local), dry-run multi-cloud provisioning, compress and cache datasets for egress optimization, spin up NUMA-aware Kubernetes clusters, and deploy a GPU snapshot to InferX for fast cold starts, all with conversational language, all running locally with your own API keys.

Comments URL: https://news.ycombinator.com/item?id=47159549

Points: 2

# Comments: 0

Categories: Hacker News

Show HN: Edictum – Runtime governance for LLM agent tool calls

Hacker News - Wed, 02/25/2026 - 6:27pm

We tested 6 frontier models across 17,420 tool-call interactions and found that models consistently refuse harmful requests in text while executing them through tool calls. We call this divergence the GAP metric. The text says no. The tool call says yes. Edictum is a runtime governance library that enforces safety contracts at the tool-call boundary — the point where you have the tool name, the arguments, and the ability to block before execution. YAML contracts with preconditions, postconditions, PII redaction. Deterministic allow/deny/redact, no LLM-in-the-loop. Zero runtime dependencies, 55μs per evaluation, works with LangChain, CrewAI, OpenAI Agents SDK, Claude Agent SDK, Agno, Semantic Kernel, and nanobot. MIT licensed. Paper: https://arxiv.org/abs/2602.16943 GitHub: https://github.com/acartag7/edictum

Comments URL: https://news.ycombinator.com/item?id=47159542

Points: 2

# Comments: 0

Categories: Hacker News

Outage of Coveralls

Hacker News - Wed, 02/25/2026 - 6:25pm

Article URL: https://status.coveralls.io

Comments URL: https://news.ycombinator.com/item?id=47159517

Points: 2

# Comments: 0

Categories: Hacker News

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