OpenCode Console breach exposes stored provider keys

OpenCode says a breach affected about 1.4% of Console users and exposed stored provider API keys. If you saved a provider key there, rotate it and check its usage and billing; details of the incident are still developing.

WorkOS: verify the outcome before marking a task complete

AI Engineer · 1h1m

Nick Nisi and Zach Prosser demonstrate tasks with explicit completion criteria and checks against external records. Their workshop uses GitHub API confirmations and browser automation to distinguish completed work from an agent's self-report.

Langfuse connects production traces to repeatable evaluations

AI Engineer · 53m32s

The workshop follows a five-stage loop: tracing, monitoring, representative datasets, controlled experiments, and evaluation. It shows how to compare prompt or model changes against recorded behavior, even when conventional service metrics remain green.

Sphinx quizzes developers on AI-written code

Show HN

Sphinx adds a hook that quizzes you on AI-written code before you ship it, checking your understanding of the change.

Authorize each tool call against the agent's mission

AI Engineer · 43m25s

A panel examines runtime authorization built around a persistent objective, deterministic policy limits, and a supervising agent. It addresses how enterprises can grant contextual permissions without requiring approval for every action.

Anthropic reports a less junior workforce and more meetings

Anthropic

Anthropic describes changes in its own workforce composition and how employees spend their time. A smaller junior cohort raises a longer-term concern about how new engineers gain the experience needed for senior roles.

CoreWeave bond yield tops 15%; Oracle debt trades below par

New York Times via Techmeme

Following Friday's coverage of AI financing pressure, the New York Times reports a CoreWeave bond yield above 15%. Some Oracle debt is trading at 80–90 cents on the dollar, according to the same paywalled report.

Collateral changes the debt comparison

Jeff Davies · X

Jeff Davies distinguishes CoreWeave's unsecured borrowing from debt secured by GPUs, which he says prices lower. That distinction limits comparisons based on a single bond yield.

Bernstein puts credible US data-center plans at about 35%

Financial Times via Techmeme

The Financial Times cites RegLayer's count of at least 47 large US data-center projects delayed, withdrawn, or blocked this year. It also reports Bernstein's estimate that about 35% of the planned pipeline is credible; the original is paywalled.

DeepSeek prices search and fetch at $0.75 per 1,000 requests

DeepSeek API documentation

After yesterday's model release, DeepSeek has a separate tooling update: its search and fetch API costs $0.75 per 1,000 successful requests.

RTX Spark Windows laptops ship with up to 128GB unified memory

NVIDIA Blog

NVIDIA says RTX Spark laptops are now available starting at $2,399, with configurations offering up to 128GB of unified memory. They bring Blackwell RTX graphics and NVIDIA's AI platform to portable Windows PCs.

World Bank urges locally adapted AI that can run on phones

The Guardian

The World Bank is urging developing countries to build small models adapted to local needs and capable of running on phones with limited connectivity. The proposal makes device and network constraints part of the development strategy.