#LLM SAST
81 related articles
Tutorials·2 min
Gemma 4 Complete Guide: The Apache 2.0 Open-Source Agent Powerhouse
In-depth analysis of Google's Gemma 4 open-source models: 31B, 26B MOE, and 14B/12B benchmarks, deployment guides for all platforms, and MS-Swift fine-tuning tutorial for building local Agent workflows.
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Industry Insights·3 min
AI API Aggregation Gateways: A Complete Analysis of Pros and Cons for Unified Multi-Model Access
In-depth analysis of API aggregation gateways for multi-model AI access: unified interfaces, intelligent routing, disaster recovery, plus key risks around security, latency, and compliance.
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Industry Insights·3 min
In-Depth Analysis of IT Job Market: Is Switching to Software Testing Worth It?
In-depth analysis of front-end, back-end, operations, and other IT roles, with insights into software testing career paths and specializations for IT professionals considering a transition.
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Product Reviews·2 min
Claude Opus 4.8 Hands-On: What Can You Build in One Hour?
Hands-on testing of Claude Opus 4.8's coding and creative abilities, including Mario game and Slay the Spire-style card game development, quota consumption, and real-world bug frequency.
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Industry Insights·2 min
Cisco Partners with OpenAI Codex: Three Core Scenarios for Enterprise AI Engineering
Cisco partners with OpenAI to bring Codex into enterprise engineering, covering AI-native development, AI Defense security acceleration, and automated bug fixing.
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Tech Frontiers·3 min
xAI Merges with SpaceX, GPT-5.5-Cyber Preview, Gemini 3.1 Flash Released
Musk announces xAI-SpaceX merger as SpaceX AI, OpenAI launches GPT-5.5-Cyber security model, Google releases Gemini 3.1 Flash, and Airbnb reveals AI writes 60% of new code.
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Industry Insights·2 min
What Is Vibe Coding? How AI Is Reshaping the Role and Future of Software Engineers
Vibe Coding lets non-technical users generate code with natural language. Learn how AI coding tools boost productivity by 30-50% and reshape engineer roles.
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Product Reviews·2 min
AI Hotpot Timer Mini App "It's Ready": Never Overcook Your Food Again
"It's Ready" is an AI hotpot timer mini app — just voice your order and it auto-generates countdown cards that turn green when each dish is perfectly cooked.
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Tutorials·2 min
How Insane Is AI Coding for Game Dev? One Month, One Card Game Clone, 100K Lines of Code
A developer used AI Coding tools to clone the card game Grand Bazaar in one month with 500 commits and 100K lines of code. Key methods include documentation-first strategy and Agent pipelines.
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Tech Frontiers·3 min
Google I/O 2026 Deep Dive: The Ambitions and Concerns Behind Gemini Spark and Antigravity
Deep analysis of Google I/O 2026's two core releases: AI agent Gemini Spark with deep Google ecosystem integration, and Antigravity's shift from open to closed source. Covers Prompt Injection risks and AI Agent trends.
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Tech Frontiers·3 min
UK's GDS Publicly Opposes NHS Decision to Shut Down Open Source Repositories: The Open vs. Secure Debate in the AI Era
UK's GDS publicly opposes NHS's blanket shutdown of open source repositories over AI security concerns, advocating "open by default" in a rare public disagreement revealing deep governance tensions.
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Tutorials·3 min
AI Agent Development in Practice: 5 Evolutionary Stages from API Calls to Multi-Agent Collaboration
A complete guide to AI Agent development evolution: from API First principles to multi-Agent collaboration, covering prompt optimization, context engineering, and memory mechanisms to build reliable enterprise Agent systems.
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Product Reviews·4 min
Genspark VS Manus Real-World Comparison: Who Wins in 5 Key Scenarios?
Real-world comparison of Genspark and Manus AI Agents across 5 scenarios: poster design, PPT creation, research, data analysis, and web development—evaluating credits, speed, and output quality.
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Deep Dives·4 min
AI Code Review from 30 to 80 Points: A Complete Guide to AST + RAG Architecture Challenges
Deep dive into AI code review system architecture with AST parsing, RAG retrieval, and vector databases. Learn how to boost review effectiveness from 30% to 80%.
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Tech Frontiers·4 min
IBM Think 2025 Deep Dive: Rising Hallucination Rates in Reasoning Models and OpenAI's Acquisition of Windsurf
Deep dive into IBM Think 2025's Generative Computing and Granite 4, why reasoning model hallucination rates are rising, and OpenAI's $3B Windsurf acquisition strategy.
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Tech Frontiers·3 min
Data Center Maps: Find Out Where the Data Centers Near You Are Located
The AI boom is driving massive data center expansion, with tech giants like Google consuming public land. Use data center map tools to see nearby facilities and understand their impact on land, energy, and communities.
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Tech Frontiers·4 min
OpenAI's Daybreak Security Initiative Explained: How AI Proactively Discovers Zero-Day Vulnerabilities
OpenAI launches Daybreak, an AI security initiative using Codex Security agents to proactively discover zero-day vulnerabilities. A deep dive into its three-step defense workflow and competition with Anthropic's Claude Mythos.
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Deep Dives·3 min
AI Café Disaster: Where Exactly Are the Ethical Boundaries for Autonomous Agents?
Andon Labs let AI Agent Mona autonomously run a Stockholm café. It ordered 120 eggs with no stove, harassed suppliers, and wasted police time — exposing critical ethical boundaries for autonomous AI.
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Product Reviews·3 min
LiteLLM: A Deep Dive into the Open-Source Gateway for 100+ LLM APIs
Deep dive into LiteLLM, the open-source AI gateway supporting 100+ LLM APIs with a unified OpenAI format. Covers core features, usage modes, and enterprise use cases.
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Research·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities on Par with Claude Mythos
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but with GPT-5.5 already publicly available, raising new AI safety governance concerns.
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