Topic: ai code generation
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AI helps attackers spot high-value files to steal
AI is now used by cybercriminals for entire attack chains,from writing exploit code and harvesting credentials to network scanning and data exfiltration,according to Gambit Security's analysis of three distinct threat actors. A ransomware operator used Anthropic's Claude Code to conduct reconnais...
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Who Vets AI's Code? Open Source's Scale Problem
AI coding tools generate dependency suggestions at machine speed, outpacing legacy post-commit SCA scans and enabling "slopsquatting," where attackers register hallucinated package names (e.g., react-codeshift) to inject malicious code,a vector observed spreading to 230+ repositories in 2026. The...
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ClickHouse and Hud create AI feedback loop for software
AI now generates or assists with 42% of all shipped code, making production-context validation and issue diagnosis the new bottleneck in software engineering. The solution is a runtime feedback loop that feeds production metrics, error logs, and user data back into AI models, enabling self-improv...
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ChatGPT Mobile App Now Integrates OpenAI’s Codex
OpenAI is expanding Codex, its desktop AI coding agent, to the ChatGPT mobile app, allowing users to remotely control and oversee programming tasks from their phone. The mobile app acts as a remote command center, enabling users to review outputs, approve commands, change models, and receive real...
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Airbnb uses AI to write 60% of its new code
During its first-quarter 2026 earnings call, Airbnb announced that AI now generates 60% of all new code, with CEO Brian Chesky highlighting its use to efficiently build tools for API partners. The company’s AI-powered support bot now resolves 40% of customer inquiries independently, though Chesky...
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Gitar Raises $9M for AI Code Security Agents
The rise of AI-powered "vibe coding" is causing "code overload," overwhelming software teams with bugs, quality issues, and security vulnerabilities that require senior engineers to manually fix. Startup Gitar, founded by Ali-Reza Adl-Tabatabai and backed by a $9 million funding round, uses AI ag...
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Qodo Secures $70M for AI Code Verification Tools
The rapid rise of AI-generated code has created a severe trust and security bottleneck in software development, which Qodo, a startup specializing in AI agents for code verification, aims to solve with a $70 million Series B funding round. Qodo's system distinguishes itself by analyzing how code ...
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Code Metal Secures $125M to Transform Defense With AI
Boston AI startup Code Metal raised $125 million in Series B funding to modernize legacy software, focusing on translating and verifying code for critical industries like defense. The company converts code from languages like Python and C++ into lower-level languages such as Rust, targeting outda...
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AI Transforms Embedded Software: From Experiment to Production
AI-generated code is now a mainstream production tool, running critical systems like power grids and medical devices, but its rapid adoption raises significant cybersecurity concerns. Security is the top worry for developers using AI, with most rating the risk as moderate or high, leading to a st...
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AI Code Review Startup CodeRabbit Hits $550M Valuation After $60M Raise
Harjot Gill founded CodeRabbit to address the increased code review bottlenecks caused by the rise of AI-generated code, which often contains bugs. CodeRabbit has achieved rapid growth with 20% monthly expansion, over $15 million in annual recurring revenue, and recently secured $60 million in Se...
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GitLab cuts 7% of staff, flattens management in AI-era restructure
GitLab laid off 7% of its staff on May 19 as part of a restructuring to focus on the "agentic era," where AI agents are expected to handle most code writing. The company plans to reduce its global geographic footprint and flatten management layers to create a more agile organization centered on A...
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Why AI Demands a New Marketing Decision Infrastructure
AI excels in structured environments like programming but struggles in marketing due to its lack of a standardized decision-making framework, relying instead on human instinct and undocumented nuance. Context graphs are emerging as a solution, serving as a structured system of record that capture...
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Torvalds dared critics to fork Linux, and someone did
A developer known as Poseidon has created linux-0.11-rs, a complete reimplementation of the original 1991 Linux kernel 0.11 in Rust, coinciding with Linus Torvalds' recent challenge for critics to "fork off." The project is not a direct response to Torvalds but appears to have been AI-assisted, a...
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Urgent: FortiWeb Flaw Exploited, Logitech Breach Exposed
A critical vulnerability in FortiWeb (CVE-2025-58034) is being actively exploited due to a stealth patch that left many administrators unaware of the necessary update. Logitech confirmed a data breach affecting limited employee and customer details, while a widespread Cloudflare outage disrupted ...
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Anthropic Calls for AI Pause: What It Means for SEO
Anthropic's June 2026 blog post "When AI Builds Itself" warns that AI progress is accelerating so rapidly that humanity risks losing oversight, and proposes a coordinated industry "brake pedal" to pause development if specific thresholds like recursive self-improvement are crossed. Critics questi...
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Cognition raises $1B at $26B valuation, AI writes 90% of its code
Cognition AI raised over $1 billion in a new funding round, doubling its valuation to $26 billion, with co-leads including Lux Capital, General Catalyst, and 8VC. Its flagship AI software engineer, Devin, now writes roughly 90% of Cognition’s own code, reflecting a shift toward AI-driven developm...
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Vibe coding poses a security threat to enterprises
Vibe coding, which uses conversational AI to generate application code, poses a major enterprise security risk, particularly through hard-coded secrets like credentials and API keys being uploaded to public GitHub repositories and exploited by attackers. Experts like Gartner's Pete Shoard warn th...
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Capsule Security Launches with $7M to Secure AI Agents
Capsule Security, a new cybersecurity firm, has launched with $7 million in seed funding to address critical security vulnerabilities in enterprise AI agents, which operate as privileged users within business systems. The company's platform focuses on closing the "runtime gap" by enforcing trust ...
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