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Semgrep Guardian: Security for AI-Generated Code

Semgrep Guardian is an IDE-integrated security tool for AI-generated code, detecting vulnerabilities in real-time. With over 3 million weekly scans and 95% completion under 5 seconds, it prevents issues like OWASP Top 10, malicious packages, and secrets. It offers full visibility for security teams and easy deployment.

Hacker News AIAgentsIn-site article
Think this open-source Flutter-native AI agent worth building?

flutter_copilot is an AI agent for Flutter that leverages the semantics tree to autonomously navigate and interact with app UIs using natural language. It supports OpenAI and compatible LLMs, enabling tasks like tapping, typing, scrolling, and more, with built-in safety policies.

Hacker News AIAgents / PolicyIn-site article
99% compressed, 1% on the bill: I audited 1B tokens to find out why

The author found that token costs paradoxically increased as models became cheaper, due to higher consumption. After investigating existing compression methods, they found them ineffective for agent-specific data like logs and SQL. They developed a custom architecture achieving 99.9% compression margin, but real savings depend on usage patterns.

Hacker News AIAgentsIn-site article
OpenClaw and Hermes agree on what an agent is. They disagree on what controls it.

Two open-source agent harnesses, OpenClaw and Hermes Agent, take different architectural approaches: OpenClaw prioritizes a gateway for multi-channel reach, while Hermes focuses on persistent memory for developer context. Both have gained significant adoption, with OpenClaw backed by Microsoft and Nvidia, and Hermes leading in usage metrics. The choice between breadth and depth will shape enterprise agent deployment.

The New Stack AIAgents / ChipsIn-site article
N71: Give All Your AI Agents One Shared Context

N71 provides a shared context for AI agents via a living knowledge graph, eliminating the need to re-explain in every chat. Connect tools like Notion, mail, and calendar; agents access via MCP with traceable answers.

Product Hunt AIAgentsIn-site article
Oracle sheds 21,000 roles over the past year

Oracle reduced its workforce by 13% over the past 12 months, citing AI deployment in an annual filing. The company now employs 141,000 full-time workers, down from 162,000 the previous year. It joins several tech firms slashing jobs to offset massive capex on AI buildouts. Oracle spent $1.8 billion on restructuring costs.

Hacker News AIStartupsIn-site article
These are the 19 best Prime Day phone deals I'd actually buy myself

Amazon Prime Day 2026 runs June 23-26, but early discounts are already available. ZDNET experts have curated the best smartphone deals worth your attention, covering Apple, Samsung, Google, Motorola, and more, with buying advice and FAQs.

ZDNet AIResearch / RoboticsIn-site article
Developers are now validating code they didn’t write — and may not understand

GitLab's AI Accountability Report reveals that 43% of developers cannot reliably distinguish AI-generated code from human-written code, and 85% say AI has shifted the bottleneck from writing code to reviewing it. The report highlights the need for governance and integrated toolchains to manage AI-generated code.

The New Stack AIAgents / Policy / ResearchIn-site article
Anthropic rolls out Claude Tag, your new agentic AI coworker in Slack

Anthropic launches Claude Tag, an agentic AI that lives in Slack channels, acting as a proactive team member. It can be configured to reactively respond or ambiently participate, learning from channel activity. Each channel has its own isolated Claude with scoped data and tool access. Available in beta for Enterprise and Team customers.

ZDNet AIAgents / RoboticsIn-site article
Why corporate AI super PACs spent $27 million on a local election

The tech industry has poured over $27 million into New York's 12th Congressional District primary, backing candidate Alex Bores amid a feud between AI companies over safety regulation. The race has attracted multiple super PACs from Anthropic, Ripple, and others, making AI safety a central issue.

The Verge AIAgents / Chips / PolicyIn-site article
AI agent security needs a composition graph, not just an SBOM

Traditional SCA only catches package-level vulnerabilities, but AI agents' risks stem from component composition. The OpenACA project exposes these by building agent composition graphs, revealing how plugins, skills, MCP servers, and permissions interact to create real-world attack surfaces.

Hacker News AIAgents / PolicyIn-site article
GDM: When AI agents meet [video]

This video explores the application of Generative Decision Models (GDM) in AI agent interaction, demonstrating how agents collaborate to complete tasks.

Hacker News AIAgents / PolicyIn-site article
Build a protein research copilot with Amazon Bedrock AgentCore

This post shows you how to build a conversational protein research assistant that combines three capabilities: Natural language query parsing to extract structured search parameters, vector similarity search over protein embeddings using a specialized language model and AI-generated scientific summaries of search results.

AWS Machine Learning BlogModels / Agents / ResearchIn-site article
Omio scales travel product development using OpenAI models

Multimodal travel platform Omio integrates OpenAI models, including ChatGPT and Codex, into its engineering operations to accelerate product development and launch conversational booking interfaces. The integration reduces technical effort to 20% of previous levels, with significant timeline compression, while maintaining human accountability for all outcomes.

Artificial Intelligence NewsModels / Agents / PolicyIn-site article
Sharekit – install someone's AI coding setup with one command

Sharekit is a command-line tool that lets you install, preview, and rollback AI coding configurations (CLAUDE.md, skills, cursorrules, dotfiles) from GitHub with a single command. It features version pinning, hook safety, secret scanning, and a simple publishing workflow.

Hacker News AIAgents / PolicyIn-site article
I automated my job (and it made me a better leader)

A senior director at GitHub shares how she uses 40 automations to manage her workflow, freeing up mental space for what really matters. She explains how automations help with meeting prep, follow-ups, team alignment, and especially for her as someone with AuDHD, they serve as an essential accessibility tool.

GitHub AI & MLAgents / RoboticsIn-site article
Beehiiv adds Cloudflare AI Crawl Control so writers can block or allow bots

Cloudflare and beehiiv integrate AI Crawl Control into the beehiiv dashboard, giving independent publishers a simple toggle to allow or block AI crawlers. The feature addresses the challenge of AI bots consuming increasing web traffic and provides transparency into referral traffic trade-offs.

Hacker News AIAgents / ChipsIn-site article
Show HN: Videopython – local-first video processing, editing and AI workflows

Videopython is a minimal, LLM-friendly Python library for programmatic video editing, processing, and AI workflows. It supports JSON editing plans, local AI generation and understanding, automatic editing with Ollama, and MCP server integration for agent-driven editing. No cloud API keys required.

Hacker News AIAgents / ChipsIn-site article