…Future Plan The next frontier for distributed inference is shifting from chat-style workloads toward agentic applications - tools like Claude Code, Codex, and Cursor that drive deep multi-turn, tool-augmented conversations…
…with presence detection, security workflows with camera snapshots and actionable notifications, complex multi-step automations using choose blocks and wait templates, and Jinja2 template-heavy examples for dynamic notifications. I also included…
…Claude Sonnet 4.6 and GPT-5.3 Codex: The workhorse for our heavy-lifting sub-reviewers (Code Quality, Security, and Performance). These are fast, relatively cheap, and excellent at spotting logic…
…1Password vaults, Anthropic Claude Code configs, npm tokens, GitHub credentials, and AWS keys. Both media reports and Nx's own statements tie the malicious build to the compromise of a GitHub employee…
…Microsoft beschreibt parallel eine breitere Kampagne rund um Device Code Phishing, dynamisch erzeugte Codes, Automatisierung, KI gestützte Infrastruktur, personalisierte Köder und anschließende Persistenzmechanismen wie Inbox Regeln. Damit wird die alte MFA Erzählung…
…Historically, computational workflows have approached binder design as a fragmented process, often relying on separate models for generating the backbone and the sequence. While these modular methods can yield strong results, co…
…OpenClaw showed how agents with access to local files and applications, capable of writing code, generating sub‑agents, retaining state and executing complex workflows, can carry work forward on their own. The…
Dynamic Workflows in Claude Code
A harness for every task: dynamic workflows in Claude Code
Working with agent workflows lately, I've started feeling like we're just reintroducing a bunch of problems software engineering already spent years solving. Once an agent gets past the "Hello World" stage, its behavior …
A harness for every task: dynamic workflows in Claude Code
Claude Code's new feature, "Dynamic Workflows," is designed for long-running (from several hours to multiple days) and parallel tasks. Since progress is preserved even if work is interrupted, you can resume without start…
…Anthropic has faced mounting criticism in recent months over aggressive Claude rate limits, especially surrounding Claude Code and Opus usage. Continue reading: Anthropic taps SpaceX supercomputer to double Claude Code's 5…
…what I use with Claude Code on my ThinkStation PGX . It's the best option if you're serving models to multiple users or running agentic workflows, as it handles continuous batching…
…Or maybe they’re using Codex.” The increase in Claude Code usage and sometimes the replacement of Cursor usage is fairly remarkable. We use both, they’re both terrific products. And then…
