Starlog — Offsec & AI Agent IntelExpert-curated deep-dives on offensive security tools and AI agents. By Rob Ragan.https://starlog.is/AG-UI: The Missing Protocol Layer Between AI Agents and Your Frontendhttps://starlog.is/articles/ai-machine-learning/ag-ui-protocol-ag-ui/https://starlog.is/articles/ai-machine-learning/ag-ui-protocol-ag-ui/Tue, 10 Feb 2026 06:19:54 GMTAI & Machine LearningHeretic: Using Multi-Objective Optimization to Automatically Uncensor Language Modelshttps://starlog.is/articles/ai-machine-learning/p-e-w-heretic/https://starlog.is/articles/ai-machine-learning/p-e-w-heretic/Tue, 10 Feb 2026 06:19:52 GMTAI & Machine LearningSerena: Teaching LLMs to Navigate Code Like an IDE, Not a Text Editorhttps://starlog.is/articles/ai-machine-learning/oraios-serena/https://starlog.is/articles/ai-machine-learning/oraios-serena/Tue, 10 Feb 2026 06:18:56 GMTAI & Machine LearningLeash: eBPF-Powered Sandboxing for AI Coding Agentshttps://starlog.is/articles/ai-machine-learning/strongdm-leash/https://starlog.is/articles/ai-machine-learning/strongdm-leash/Tue, 10 Feb 2026 06:18:55 GMTAI & Machine LearningMagnitude: The Browser Automation Framework That Sees the Web Like Humans Dohttps://starlog.is/articles/ai-machine-learning/magnitudedev-browser-agent/https://starlog.is/articles/ai-machine-learning/magnitudedev-browser-agent/Tue, 10 Feb 2026 06:17:54 GMTAI & Machine LearningSkillForge: The Opinionated Framework That Treats AI Skills Like Production Softwarehttps://starlog.is/articles/ai-machine-learning/tripleyak-skillforge/https://starlog.is/articles/ai-machine-learning/tripleyak-skillforge/Tue, 10 Feb 2026 06:17:46 GMTAI & Machine LearningVulnLLM-R: Training 7B Models to Reason About Security Vulnerabilities Like Humanshttps://starlog.is/articles/ai-machine-learning/ucsb-mlsec-vulnllm-r/https://starlog.is/articles/ai-machine-learning/ucsb-mlsec-vulnllm-r/Tue, 10 Feb 2026 06:16:54 GMTAI & Machine LearningBandSox: Why Firecracker MicroVMs Beat Containers for Sandboxing Untrusted Codehttps://starlog.is/articles/ai-machine-learning/hacke-rc-bandsox/https://starlog.is/articles/ai-machine-learning/hacke-rc-bandsox/Tue, 10 Feb 2026 06:16:54 GMTAI & Machine LearningBuilding Explainer Videos from Code: Inside a Timing-First Animation Pipelinehttps://starlog.is/articles/ai-machine-learning/prajwal-y-video-explainer/https://starlog.is/articles/ai-machine-learning/prajwal-y-video-explainer/Tue, 10 Feb 2026 06:15:54 GMTAI & Machine LearningVibe Kanban: Orchestrating Multiple AI Coding Agents Like a Team of Junior Developershttps://starlog.is/articles/ai-machine-learning/bloopai-vibe-kanban/https://starlog.is/articles/ai-machine-learning/bloopai-vibe-kanban/Tue, 10 Feb 2026 06:15:52 GMTAI & Machine Learningwitr: Tracing the Ghost Processes in Your Stackhttps://starlog.is/articles/developer-tools-cli/pranshuparmar-witr/https://starlog.is/articles/developer-tools-cli/pranshuparmar-witr/Tue, 10 Feb 2026 06:14:58 GMTDeveloper Tools & CLIGas Town: Git-Backed State Machines for Multi-Agent AI Orchestrationhttps://starlog.is/articles/developer-tools-cli/steveyegge-gastown/https://starlog.is/articles/developer-tools-cli/steveyegge-gastown/Tue, 10 Feb 2026 06:14:46 GMTDeveloper Tools & CLIBuilding a Web Proxy for AI Coding Agents: Inside Claude Code WebUIhttps://starlog.is/articles/developer-tools-cli/sugyan-claude-code-webui/https://starlog.is/articles/developer-tools-cli/sugyan-claude-code-webui/Tue, 10 Feb 2026 06:13:53 GMTDeveloper Tools & CLITeracrawl: The Web Scraper That Topped 14 Competitors by Rethinking Browser Reusehttps://starlog.is/articles/ai-machine-learning/browsercash-teracrawl/https://starlog.is/articles/ai-machine-learning/browsercash-teracrawl/Tue, 10 Feb 2026 06:13:49 GMTAI & Machine LearningSelfCheckGPT: How to Catch LLM Hallucinations by Making Models Argue With Themselveshttps://starlog.is/articles/ai-machine-learning/potsawee-selfcheckgpt/https://starlog.is/articles/ai-machine-learning/potsawee-selfcheckgpt/Tue, 10 Feb 2026 06:12:27 GMTAI & Machine LearningPythea: Detecting When Your LLM Shows Its Work But Ignores Ithttps://starlog.is/articles/developer-tools-cli/leochlon-pythea/https://starlog.is/articles/developer-tools-cli/leochlon-pythea/Tue, 10 Feb 2026 06:12:27 GMTDeveloper Tools & CLImprocs: The Process Manager That Understands Your Terminal Isn't Just a Log Streamhttps://starlog.is/articles/developer-tools-cli/pvolok-mprocs/https://starlog.is/articles/developer-tools-cli/pvolok-mprocs/Tue, 10 Feb 2026 06:11:16 GMTDeveloper Tools & CLICoze Studio: The Open-Source AI Agent Platform That Learned from Millions of Developershttps://starlog.is/articles/ai-machine-learning/coze-dev-coze-studio/https://starlog.is/articles/ai-machine-learning/coze-dev-coze-studio/Tue, 10 Feb 2026 06:11:12 GMTAI & Machine LearningGhostLine: When Your Red Team Needs a Voice That Doesn't Sound Like a Robothttps://starlog.is/articles/infrastructure-devops/mbhatt1-ghostline/https://starlog.is/articles/infrastructure-devops/mbhatt1-ghostline/Tue, 10 Feb 2026 06:10:22 GMTInfrastructure & DevOpsGet Shit Done: The Meta-Prompting Layer Fighting Context Rot in AI Code Generationhttps://starlog.is/articles/developer-tools-cli/gsd-build-get-shit-done/https://starlog.is/articles/developer-tools-cli/gsd-build-get-shit-done/Tue, 10 Feb 2026 06:10:17 GMTDeveloper Tools & CLIHumanizer: Teaching Claude to Unwrite Like an AIhttps://starlog.is/articles/ai-machine-learning/blader-humanizer/https://starlog.is/articles/ai-machine-learning/blader-humanizer/Tue, 10 Feb 2026 06:09:20 GMTAI & Machine LearningVibecraft: Watching Claude Code Think in Three Dimensionshttps://starlog.is/articles/developer-tools-cli/nearcyan-vibecraft/https://starlog.is/articles/developer-tools-cli/nearcyan-vibecraft/Tue, 10 Feb 2026 06:09:12 GMTDeveloper Tools & CLIInside the 43K-Star Claude Code Configuration That Auto-Extracts Its Own Instinctshttps://starlog.is/articles/developer-tools-cli/affaan-m-everything-claude-code/https://starlog.is/articles/developer-tools-cli/affaan-m-everything-claude-code/Tue, 10 Feb 2026 06:08:18 GMTDeveloper Tools & CLIBuilding Safety Rails for AI Code Assistants: Inside claude-code-hookshttps://starlog.is/articles/developer-tools-cli/karanb192-claude-code-hooks/https://starlog.is/articles/developer-tools-cli/karanb192-claude-code-hooks/Tue, 10 Feb 2026 06:08:12 GMTDeveloper Tools & CLIAnamnesis: When AI Agents Learned to Chain glibc Exit Handlers to Bypass Shadow Stackshttps://starlog.is/articles/ai-machine-learning/seanheelan-anamnesis-release/https://starlog.is/articles/ai-machine-learning/seanheelan-anamnesis-release/Tue, 10 Feb 2026 06:07:16 GMTAI & Machine LearningThe Skill Library That Turns AI Coding Assistants Into Specialized Engineershttps://starlog.is/articles/ai-machine-learning/sickn33-antigravity-awesome-skills/https://starlog.is/articles/ai-machine-learning/sickn33-antigravity-awesome-skills/Tue, 10 Feb 2026 06:07:07 GMTAI & Machine LearningHow Anthropic Built a Plugin System That Doesn't Require Programminghttps://starlog.is/articles/systems-low-level/anthropics-knowledge-work-plugins/https://starlog.is/articles/systems-low-level/anthropics-knowledge-work-plugins/Tue, 10 Feb 2026 06:06:13 GMTSystems & Low-LevelHound: Teaching AI Agents to Build Their Own Mental Models of Your Codebasehttps://starlog.is/articles/ai-machine-learning/scabench-org-hound/https://starlog.is/articles/ai-machine-learning/scabench-org-hound/Tue, 10 Feb 2026 06:06:12 GMTAI & Machine LearningTeaching Claude to Hack: A Knowledge Base of 88,636 Real-World Security Breacheshttps://starlog.is/articles/developer-tools-cli/tanweai-wooyun-legacy/https://starlog.is/articles/developer-tools-cli/tanweai-wooyun-legacy/Tue, 10 Feb 2026 06:05:14 GMTDeveloper Tools & CLIMaestro: Parallel AI Coding Sessions with Git Worktreeshttps://starlog.is/articles/developer-tools-cli/its-maestro-baby-maestro/https://starlog.is/articles/developer-tools-cli/its-maestro-baby-maestro/Tue, 10 Feb 2026 06:05:10 GMTDeveloper Tools & CLIRunning 70B LLMs on a 4GB GPU: AirLLM's Layer-Swapping Architecturehttps://starlog.is/articles/ai-machine-learning/lyogavin-airllm/https://starlog.is/articles/ai-machine-learning/lyogavin-airllm/Tue, 10 Feb 2026 06:04:21 GMTAI & Machine LearningCybrland: Building a Design System for Your Desktop Environmenthttps://starlog.is/articles/web-development/scherrer-txt-cybrland/https://starlog.is/articles/web-development/scherrer-txt-cybrland/Tue, 10 Feb 2026 06:04:20 GMTWeb DevelopmentOpenClaw Skills: The Shell Script Registry Teaching AI Agents to Trade Cryptohttps://starlog.is/articles/ai-machine-learning/bankrbot-openclaw-skills/https://starlog.is/articles/ai-machine-learning/bankrbot-openclaw-skills/Tue, 10 Feb 2026 06:03:24 GMTAI & Machine LearningOpenEdison: The Firewall Your AI Agents Actually Needhttps://starlog.is/articles/ai-machine-learning/edison-watch-open-edison/https://starlog.is/articles/ai-machine-learning/edison-watch-open-edison/Tue, 10 Feb 2026 06:03:23 GMTAI & Machine LearningRunning Stateful AI Agents on Cloudflare Workers: Inside MoltWorker's Container Architecturehttps://starlog.is/articles/ai-machine-learning/cloudflare-moltworker/https://starlog.is/articles/ai-machine-learning/cloudflare-moltworker/Tue, 10 Feb 2026 06:02:30 GMTAI & Machine Learningnanobot: A 4,000-Line Answer to Agent Framework Bloathttps://starlog.is/articles/developer-tools-cli/hkuds-nanobot/https://starlog.is/articles/developer-tools-cli/hkuds-nanobot/Tue, 10 Feb 2026 06:02:26 GMTDeveloper Tools & CLIagentsh: Runtime Policy Enforcement for AI Agents That Actually Sees Subprocesseshttps://starlog.is/articles/ai-machine-learning/canyonroad-agentsh/https://starlog.is/articles/ai-machine-learning/canyonroad-agentsh/Tue, 10 Feb 2026 06:01:33 GMTAI & Machine LearningClaude-Mem: Building Episodic Memory for AI Coding Sessionshttps://starlog.is/articles/ai-machine-learning/thedotmack-claude-mem/https://starlog.is/articles/ai-machine-learning/thedotmack-claude-mem/Tue, 10 Feb 2026 06:01:25 GMTAI & Machine LearningGuardian CLI: When AI Agents Orchestrate Your Penetration Testshttps://starlog.is/articles/developer-tools-cli/zakirkun-guardian-cli/https://starlog.is/articles/developer-tools-cli/zakirkun-guardian-cli/Tue, 10 Feb 2026 06:00:30 GMTDeveloper Tools & CLIROAPI: Turn a Parquet File into a REST API in One Commandhttps://starlog.is/articles/data-databases/roapi-roapi/https://starlog.is/articles/data-databases/roapi-roapi/Tue, 10 Feb 2026 06:00:27 GMTData & DatabasesOpenWhale: The AI Assistant That Can Modify Its Own Codebasehttps://starlog.is/articles/ai-machine-learning/viralcode-openwhale/https://starlog.is/articles/ai-machine-learning/viralcode-openwhale/Tue, 10 Feb 2026 05:59:32 GMTAI & Machine LearningSerie: Rendering GUI-Quality Git Graphs in Your Terminal with Image Protocolshttps://starlog.is/articles/developer-tools-cli/lusingander-serie/https://starlog.is/articles/developer-tools-cli/lusingander-serie/Tue, 10 Feb 2026 05:59:30 GMTDeveloper Tools & CLIDash: A Self-Learning Data Agent That Remembers Its Mistakeshttps://starlog.is/articles/ai-machine-learning/agno-agi-dash/https://starlog.is/articles/ai-machine-learning/agno-agi-dash/Tue, 10 Feb 2026 05:58:37 GMTAI & Machine LearningAgent Lightning: Microsoft's Framework-Agnostic Solution to Training AI Agents at Scalehttps://starlog.is/articles/ai-machine-learning/microsoft-agent-lightning/https://starlog.is/articles/ai-machine-learning/microsoft-agent-lightning/Tue, 10 Feb 2026 05:58:33 GMTAI & Machine LearningClaude Octopus: Orchestrating Three AI Models Through Design Thinking Workflowshttps://starlog.is/articles/developer-tools-cli/nyldn-claude-octopus/https://starlog.is/articles/developer-tools-cli/nyldn-claude-octopus/Tue, 10 Feb 2026 05:57:35 GMTDeveloper Tools & CLICortexGraph: Teaching AI Assistants to Forget Like Humans Dohttps://starlog.is/articles/ai-machine-learning/prefrontal-systems-cortexgraph/https://starlog.is/articles/ai-machine-learning/prefrontal-systems-cortexgraph/Tue, 10 Feb 2026 05:57:19 GMTAI & Machine LearningMapping the AI Red Team Revolution: Inside the Awesome-AI-Hacking-Agents Directoryhttps://starlog.is/articles/ai-machine-learning/evanthomasluke-awesome-ai-hacking-agents/https://starlog.is/articles/ai-machine-learning/evanthomasluke-awesome-ai-hacking-agents/Tue, 10 Feb 2026 05:56:30 GMTAI & Machine LearningBuilding a Browser UI for Claude Code by Reverse-Engineering Its Hidden WebSocket Protocolhttps://starlog.is/articles/developer-tools-cli/the-vibe-company-companion/https://starlog.is/articles/developer-tools-cli/the-vibe-company-companion/Tue, 10 Feb 2026 05:56:26 GMTDeveloper Tools & CLI