AAli Farhat1m ago 路 6 min readAnthropic Automates Red-Teaming for Emergent Misalignment ResearchAnthropic has published research showing how AI agents can automate parts of adversarial safety testing for emergent misalignment. In the experiment, Claude agents generated training datasets intendedscalevise.hashnode.dev
AAgentSearch13h ago 路 10 min readHow to Add Free Web Search to Claude Desktop with MCP (No API Key)Claude Desktop can work with your files and apps through MCP servers, but a local server is what gives it a web search tool you control. This guide adds Claude Desktop MCP web search with one entry inagentsearchhq.hashnode.dev
AArib Khan16h ago 路 9 min readGenerating video from Claude and Cursor with one API key (MCP + agent skills)Disclosure: I work on Revana. The examples use its MCP server and REST API because that's what I know end to end. The patterns (quote first, cap the cost, idempotent retries, wait without polling) apparibkhan-revana.hashnode.dev
WWageesha Tripathi15h ago 路 4 min readLet the ghosts haunt your Halloween, not your code. My AI tool finds security holes before attackers do 馃巸Security holes are like ghosts: invisible until someone walks right through them. 馃懟 You ask Claude Code or any AI, "is this code secure?", and get a list of findings. Some come with the exact attack wst2002rk.hashnode.dev
Jjaberadam200115h ago 路 9 min readWhy AI Coding Assistants Suggest Deprecated APIs (and How to Stop It)Same seven code models. Same eight Python libraries. Same 145 deprecated APIs. In one setup, the models reached for the deprecated API in 70 to 90 percent of the relevant completions. In the other, 9 simplyexplained.hashnode.dev
JJake Marsh1d ago 路 4 min readHow to see what your coding agents are doingI usually have a few coding agents going at once: Claude Code on one repo, Codex on another, sometimes Cursor on a third. The hard part now is knowing, at a glance, which one is halfway through, whichjakemarsh.hashnode.dev
JJake Marsh1d ago 路 4 min readWhy Claude Code's task list is empty, and how to get it backShort answer: Since Claude Code v2.1.268 the task tools (TaskCreate, TaskGet, TaskList, TaskUpdate) are on by default only on Opus 4.7, Sonnet 4.6, Haiku 4.5 and earlier models. On newer models Claudejakemarsh.hashnode.dev
AAli Farhat1d ago 路 6 min readAnthropic Adds Claude Self-Assessment for Wide-Coverage Misuse MonitoringAnthropic has introduced self-assessment, a production safety feature that has Claude evaluate a conversation for potential misuse immediately after providing its response. The assessment is designed scalevise.hashnode.dev
Ffawaz sheik1d ago 路 6 min readBuild a Claude and Codex Reset Notifier With a Public JSON FeedIf you live in Claude Code or Codex, you know the pattern. You hit your limit, go do something else, and an hour later someone mentions that limits were reset. Sometimes it happened while you were awafawazsheik.hashnode.dev
ZZyVOP1d ago 路 8 min readMastering ChatGPT, Gemini and Claude for Coding in 2026There is no permanent winner. They leapfrog each other almost every month. Mastering them means knowing which one to reach for for each job. Developer blogs that win in 2026 don't ask "which AI is beblog.zyvop.com
