Git identity spoof fools Claude into giving bad code the nod
…By setting a fake author name and email in Git, the team made a commit appear to originate from a trusted source, then passed it through an automated review flow where the…
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Top stories
Hands on: iPadOS 27's shortcut builder creates automations from plain English
2d agoThe AI automation tool nobody talks about just replaced my entire workflow setup
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1w agoSecuring CI/CD for an open source project: Locking down dependencies
…true, "automergeType": "pr", "groupName": "auto-merge-trusted-deps", "reviewers": ["ciliumbot"] } Updates from this allow-list auto-merge after CI passes. Everything else needs a human review. The auto-approve workflow adds another…
Actions OIDC tokens now support repository custom properties - GitHub Changelog
…cloud providers without modifying individual workflows. With custom properties in OIDC tokens, you can: Eliminate duplication : Your governance metadata lives in one place and flows automatically into your cloud policies. Reduce configuration…
OpenAI announces Daybreak to bring frontier AI into cybersecurity workflows
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Discussions and forums
Show HN: Flow – Workflow automation that follows you across projects
Throughout my career I've worked on many different teams that often spanned many different projects and repos. Sometimes the tech stack was similar but naturally the tooling and development process grew in different dire…
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Show HN: I built a tool to record your workflow and generate docs in one click
I built a macOS menu bar app that records your screen + voice while you work, then generates a structured guide automatically. Exports to Notion. No writing required. Sign up for waitlist for free trial.
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Launch HN: Minicor (YC P26) – Windows desktop automations at scale
Hey we’re Faiz and Saheed and we built Minicor so AI companies who need to integrate to desktop systems with no API can quickly build scalable desktop RPAs. Demo: https://www.youtube.com/watch?v=MD0GHZIJ1cwWe were workin…
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Show HN: Headless Cloud Security – Headless SaaS has come to security
The cloud security company I work for, Sysdig, launched “Headless Cloud Security” last week.The short version: as attacks get faster and more automated, security tooling is going to need to evolve beyond dashboards and h…
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Show HN: Generate Claude Code Workflows using Spec Driven Development approach
I have been using a Spec-Driven Development approach for all mid+ size coding tasks since Feb 2026: https://news.ycombinator.com/item?id=48231575. One of the reasons for developing my own plugin (sddw - spec driven devel…
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Paper page - ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
…automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API Spec Kit Agents: Context-Grounded Agentic Workflows…
Agent Computers: Pay Once for Cloud-Grade Intelligence
…A business can automate research, support, analysis, and repetitive workflows with agents that keep working long after the first prompt. But as AI moves from occasional use to continuous use, one thing…
Pentagon workers increasingly rely on autonomous AI agents
Pentagon staff create over 100000 AI agents using low-code tools Autonomous agents now handle about 25000 daily Pentagon workflow sessions Routine administrative tasks increasingly automated across unclassified Defense Department networks Pentagon…
Email marketing ROI: How modern platforms turn campaigns into revenue
…Most platforms now offer visual workflow builders that let you map out these sequences without writing any code. Campaigner includes a drag-and-drop workflow builder for multi-step automations; you can…
Summarization is not reasoning: How hybrid AI fixes failing AIOps
While many AIOps platforms promise automation and intelligence, most still rely on conditional logic, scripted workflows, dashboards, or copilot-style summaries. These approaches can improve visibility, but they often fall short of…
Agentic workflows no longer need a personal access token - GitHub Changelog
…lived PATs for automations at scale. When you use the Actions token in an agentic workflow running in an organization-owned repository, AI credits consumed by your agentic workflow are billed directly…