Fast news on IT security, tools, LLMs and AIhttps://ithotfix.com/enMon, 02 Nov 2026 15:53:45 GMThttps://ithotfix.com/icon-512.pnghttps://ithotfix.com/https://ithotfix.com/posts/2117147609347922575/https://ithotfix.com/posts/2117147609347922575/From a source comment about 21 straight empty review cycles, we follow five Orkas scenarios using constants in the official source and our own experiments.Mon, 02 Nov 2026 07:30:00 GMTIT HotFixToolsOrkasmulti-agentClaude CodeCodexopen sourcedesktop apphttps://ithotfix.com/posts/2117147814495526776/https://ithotfix.com/posts/2117147814495526776/Binance disclosed the Oct 29 hot wallet breach in four notices and the FBI named North Korea. Official statements by date, plus a wallet operator checklist.Mon, 02 Nov 2026 07:30:00 GMTIT HotFixSecurityBinanceTraderTraitorhot walletcrypto hackFBIhttps://ithotfix.com/posts/2117148351920085367/https://ithotfix.com/posts/2117148351920085367/What does 'we upgraded to Node.js 22.23.4' prove? We split it into seven claims and tested each against official docs and our experiments.Mon, 02 Nov 2026 07:10:00 GMTIT HotFixSecurityNode2ShellCVE-2026-111497BrotliNode.jsKEVhttps://ithotfix.com/posts/2117147779372424393/https://ithotfix.com/posts/2117147779372424393/One question about Linux kernel TCP flaw CVE-2026-98432: what the fix waits for, package vs upstream commit, installed vs running kernel, containers.Mon, 02 Nov 2026 07:00:00 GMTIT HotFixSecurityCVE-2026-98432Linux kerneluse-after-freeTCPnftableshttps://ithotfix.com/posts/2117147599222872498/https://ithotfix.com/posts/2117147599222872498/Claude Code 2.1.312 and 2.1.313 on Cursor's marketplace weren't official builds. Docs and container tests trace one key line, one tunnel, one startup entry.Mon, 02 Nov 2026 06:00:00 GMTIT HotFixSecurityClaude CodeCursorsupply chain attackSSH backdoorhttps://ithotfix.com/posts/2115695418523261999/https://ithotfix.com/posts/2115695418523261999/How Whisper timecodes, Claude Code, and FFmpeg stream copy cut an hour of 4K footage losslessly in about a second, without ever feeding video to an LLM.Thu, 29 Oct 2026 06:15:00 GMTIT HotFixToolsClaudeCodeFFmpegVideo editing automationWhisperAudio engineeringhttps://ithotfix.com/posts/2115695418481318087/https://ithotfix.com/posts/2115695418481318087/From code-driven video to reverse engineering and local voice cloning, an architecture breakdown of five trending GitHub AI tools that replace pricey SaaS.Thu, 29 Oct 2026 06:00:00 GMTIT HotFixToolsopen sourceGitHubHyperFramesOrcaVoiceStudiodeveloper toolshttps://ithotfix.com/posts/2115695418430985367/https://ithotfix.com/posts/2115695418430985367/How full-codebase context dumps cause attention dilution and hallucination, and five practical context-isolation engineering principles for real projects.Thu, 29 Oct 2026 05:45:00 GMTIT HotFixToolscontext engineeringpromptscoding agentsClaude Codesoftware architecturehttps://ithotfix.com/posts/2115693914810750882/https://ithotfix.com/posts/2115693914810750882/An engineering read of Sam Altman's interview: OpenAI's hardware with Jony Ive, the power wall, and the math limits of recursive self-improvement (RSI).Thu, 29 Oct 2026 05:30:00 GMTIT HotFixAIOpenAISam AltmanAI hardwareRSIcomputehttps://ithotfix.com/posts/2115347020867706676/https://ithotfix.com/posts/2115347020867706676/How harness engineering architecture and verification pipelines keep probabilistic AI agents deterministic and distributed data consistent in regulated finance.Wed, 28 Oct 2026 07:36:45 GMTIT HotFixToolsVibe CodingHarness EngineeringAI AgentsKafkaArchitecturehttps://ithotfix.com/posts/2115346966849263767/https://ithotfix.com/posts/2115346966849263767/Why Ollama runs large language models slowly on Apple Silicon unified memory, what changed with the Metal engine, and how to tune bandwidth in a Modelfile.Wed, 28 Oct 2026 07:36:32 GMTIT HotFixAIApple SiliconOllamalocal LLMmemory bandwidthMLXhttps://ithotfix.com/posts/2114638165334561050/https://ithotfix.com/posts/2114638165334561050/Where the 26.1% figure came from, and what NVIDIA's skill scanner SkillSpector sends off your machine and what it cannot see when scoring.Mon, 26 Oct 2026 08:41:20 GMTIT HotFixSecuritySkillSpectorNVIDIAAgent Skillsprompt injectionsupply chain securityopen sourcehttps://ithotfix.com/posts/2114617247740729169/https://ithotfix.com/posts/2114617247740729169/What Impeccable adds to your project, where its 62 rules run (source, browser, design review), when hooks speak to the agent, and what data leaves your machine.Mon, 26 Oct 2026 08:10:00 GMTIT HotFixToolsImpeccableAgent SkillsfrontenddesignClaude Codeopen sourcehttps://ithotfix.com/posts/2114616757409816267/https://ithotfix.com/posts/2114616757409816267/Orca runs CLI agents in separate worktrees in one MIT open-source app. Five scenes cover comparing, status, remote runs, permission bypass and quota use.Mon, 26 Oct 2026 07:40:00 GMTIT HotFixToolsOrcaStablycoding agentsgit worktreeClaude Codeopen sourcehttps://ithotfix.com/posts/2114576241116846193/https://ithotfix.com/posts/2114576241116846193/Supabase and Neon MCP URLs take project pinning, read-only mode and tool limits. We counted the tools each removes and mapped the paths it leaves open.Mon, 26 Oct 2026 07:20:00 GMTIT HotFixToolsSupabaseNeonMCPPostgreSQLAI agentssecurityhttps://ithotfix.com/posts/2114612943927646620/https://ithotfix.com/posts/2114612943927646620/Addy Osmani's agent-skills says an installed skill fires on one line of description, and the repo measures it: one sentence took calls from 7 to 21 of 27.Mon, 26 Oct 2026 07:20:00 GMTIT HotFixToolsagent-skillsAgent SkillsClaude CodeAI agentsdevelopment workflowhttps://ithotfix.com/posts/2114612195311489129/https://ithotfix.com/posts/2114612195311489129/The --readonly flag on gws login makes Google block writes and deletes. We printed each option's requested scopes and covered the risks that remain.Mon, 26 Oct 2026 07:10:00 GMTIT HotFixToolsgwsGoogle WorkspaceCLIAI agentAgent Skillshttps://ithotfix.com/posts/2114611310854411368/https://ithotfix.com/posts/2114611310854411368/n8n is fair-code, not open source. Pick an edition and setup by who receives it, who runs the server, execution volume, and whether agents need approval.Mon, 26 Oct 2026 07:00:00 GMTIT HotFixToolsn8nAI agentworkflow automationself-hostinglicensehttps://ithotfix.com/posts/2114609815098498065/https://ithotfix.com/posts/2114609815098498065/GPT-6 Astra reprices the whole request past 272K input tokens, and caching splits 20 calls into $22 versus $6. Modes, migration breaks and monitoring, priced.Mon, 26 Oct 2026 06:55:00 GMTIT HotFixAIGPT-6GPT-6 AstraOpenAIAPI pricingAI modelshttps://ithotfix.com/posts/2114610450980149615/https://ithotfix.com/posts/2114610450980149615/Four questions decide how firmly to check delegated work: one prompt, /goal, a Stop hook capped at 8 blocks, or a verifier subagent. Plus effort and CLAUDE.md.Mon, 26 Oct 2026 06:50:00 GMTIT HotFixToolsClaude Code/goalCLAUDE.mdAI agentsdeveloper toolshttps://ithotfix.com/posts/2114572679645238862/https://ithotfix.com/posts/2114572679645238862/Cua for computer use, financial-services for finance documents, Anatomy for diagrams and e2e for plain-sentence tests, read by who confirms the agent is done.Mon, 26 Oct 2026 06:45:00 GMTIT HotFixToolsCuaClaude Financial ServicesAnatomye2eAI agentsGitHubhttps://ithotfix.com/posts/2114608682552532916/https://ithotfix.com/posts/2114608682552532916/Whether a mod hook calls next at one of eight gates changes what it does. Call chain, guard, samples, building a mod, and vetting before install.Mon, 26 Oct 2026 06:40:00 GMTIT HotFixToolsClaude CodemodspluginsAI agentsdeveloper toolshttps://ithotfix.com/posts/2114572744237519021/https://ithotfix.com/posts/2114572744237519021/We checked six claims about the Microsoft Learn MCP server on its public endpoint: Q&A posts mixed in, a repeated page, budget steps, old class samples.Mon, 26 Oct 2026 06:10:00 GMTIT HotFixToolsMicrosoft LearnMCPAzureAgent SkillsAI agentsdeveloper toolshttps://ithotfix.com/posts/2114572711794577593/https://ithotfix.com/posts/2114572711794577593/Fabric IQ MCP queries Power BI models read-only with the signed-in user's permissions. See where Power BI security applies and where results go next.Mon, 26 Oct 2026 05:40:00 GMTIT HotFixToolsFabric IQPower BIMCPMicrosoft FabricDAXAI agenthttps://ithotfix.com/posts/2114572614939711182/https://ithotfix.com/posts/2114572614939711182/Wonder Full beats three rivals on 7 of 14 model card tests but isn't available through the API, where Wonder costs $4 in and $20 out and leads on 4.Mon, 26 Oct 2026 05:05:00 GMTIT HotFixAIMetaMuse WonderMuse Codefrontier modelAI agenthttps://ithotfix.com/posts/2114572647340710771/https://ithotfix.com/posts/2114572647340710771/Follow one loop with text-to-cad: build a thin plate as STEP, export STL, measure its FDM wall thickness and fix it. Covers setup, stats opt-out, exit codes.Mon, 26 Oct 2026 04:19:40 GMTIT HotFixToolstext-to-cadCADbuild123d3D printingAgent Skillsopen sourcehttps://ithotfix.com/posts/2114522595477952381/https://ithotfix.com/posts/2114522595477952381/Google's android/skills repo has 33 SKILL.md files. We sort them by folder shape and area, open the AGP 9, R8 and edge-to-edge skills, and cover installation.Mon, 26 Oct 2026 01:36:00 GMTIT HotFixToolsAndroidAgent SkillsAndroid CLIJetpack ComposeGoogleopen sourcehttps://ithotfix.com/posts/2114395358711782039/https://ithotfix.com/posts/2114395358711782039/Bonsai 2 27B shrinks 54GB to 5.95GB. We trace the files, matrices, 128-slot groups, rotation, speed and memory, then 14 benchmarks to see where scores dropped.Mon, 26 Oct 2026 01:30:00 GMTIT HotFixAIBonsai 2PrismMLQwen3.8quantizationlocal LLMllama.cpphttps://ithotfix.com/posts/2114522567380311971/https://ithotfix.com/posts/2114522567380311971/Who measured Jev's price, multiples, latency and outside tests, and how. Plus rival models, how confidence is computed, and the weaknesses and security report.Mon, 26 Oct 2026 01:24:00 GMTIT HotFixAIJevTypeSafe AISystem OnejevgrepSemIfAI agentshttps://ithotfix.com/posts/2114522539307831473/https://ithotfix.com/posts/2114522539307831473/Follow llmfit on a 16GB laptop from install to bench: how verdicts are calculated, trust levels for speed numbers, pre-purchase what-ifs and common snags.Mon, 26 Oct 2026 01:12:00 GMTIT HotFixToolsllmfitlocal LLMopen sourcequantizationOllamallama.cpphttps://ithotfix.com/posts/2114522511260524280/https://ithotfix.com/posts/2114522511260524280/A teardown of Cloudflare's open-source security-audit skill: what recon, ledger, hunters, verifiers, scripts and sandbox each receive and leave behind.Mon, 26 Oct 2026 01:00:27 GMTIT HotFixSecurityCloudflaresecurity-auditagent skillsvulnerability detectioncode auditopen sourcehttps://ithotfix.com/posts/2114448052457576273/https://ithotfix.com/posts/2114448052457576273/We checked 10 MCP servers against official repos. SQLite, PostgreSQL, GitHub, Brave and Puppeteer are archived and need successors.Sun, 25 Oct 2026 20:40:00 GMTIT HotFixToolsMCPMCP serversGitHub MCPPlaywright MCPAI coding agentshttps://ithotfix.com/posts/2114435609564025276/https://ithotfix.com/posts/2114435609564025276/Since June 18, free and personal AI Pro/Ultra accounts can't use Gemini CLI and must move to Antigravity CLI. Paid keys and company licenses are unaffected.Sun, 25 Oct 2026 19:30:00 GMTIT HotFixToolsGemini CLIAntigravity CLIGoogleAI coding agentopen sourcehttps://ithotfix.com/posts/2114433301597917219/https://ithotfix.com/posts/2114433301597917219/OpenShell turns a sandboxed agent's blocked connections into policy: denial log, draft rule, risk check, human approval. Covers defaults and auto-approve gaps.Sun, 25 Oct 2026 19:20:00 GMTIT HotFixToolsOpenShellNVIDIAAI agentssandboxagent securityopen sourcehttps://ithotfix.com/posts/2114405367159987045/https://ithotfix.com/posts/2114405367159987045/We re-counted oh-my-pi's edit-format claim against its 16-model table, then checked LSP, subagents, the advisor model and the default yolo approval mode.Sun, 25 Oct 2026 17:35:00 GMTIT HotFixToolsoh-my-picoding agentLSPsubagentsterminalopen sourcehttps://ithotfix.com/posts/2114405339049760725/https://ithotfix.com/posts/2114405339049760725/nanobot, an MIT open-source agent, plugs chat apps, tools, memory and schedules into one gateway. We take it apart and cover the two locks that start off.Sun, 25 Oct 2026 17:20:00 GMTIT HotFixToolsnanobotAI agentMCPself-hostingPythonopen sourcehttps://ithotfix.com/posts/2114402844596507279/https://ithotfix.com/posts/2114402844596507279/The 13 Crafting Apps mapped by the work they replace, self-measured readiness (40-62%) and stars, plus what to try on a copy and which folder to give an agent.Sun, 25 Oct 2026 17:10:00 GMTIT HotFixToolsArtCraftPhotoCraftopen sourceRustMCPimage editinghttps://ithotfix.com/posts/2114375327382771311/https://ithotfix.com/posts/2114375327382771311/Cherry Studio mapped by data direction: entrance (providers, imports), inside (chat, knowledge bases, agents) and exit (API gateway, channels, backups).Sun, 25 Oct 2026 15:55:00 GMTIT HotFixToolsCherry StudioAI clientMCPOllamaknowledge baseopen sourcehttps://ithotfix.com/posts/2114375299197049339/https://ithotfix.com/posts/2114375299197049339/codebase-memory-mcp's 10x token saving came with quality falling from 0.92 to 0.83 in a 31-language test. How 120x became 10x, plus setup and re-measuring.Sun, 25 Oct 2026 15:40:00 GMTIT HotFixToolscodebase-memory-mcpMCPcode graphcoding agentstree-sitteropen sourcehttps://ithotfix.com/posts/2114380597932595997/https://ithotfix.com/posts/2114380597932595997/Budget ModelScope's free API from 250 cubes, 2,000 calls per account and 200 per model, then compare job bills, provider routing and weight download costs.Sun, 25 Oct 2026 15:40:00 GMTIT HotFixToolsModelScopeopen weightsfree APIQwenDeepSeekmodel hubhttps://ithotfix.com/posts/2114372870430791400/https://ithotfix.com/posts/2114372870430791400/Build a 6-second title scene in one HTML file with HeyGen's open-source HyperFrames, then follow the frame math, lint codes, render time and render paths.Sun, 25 Oct 2026 15:05:50 GMTIT HotFixToolsHyperFramesHeyGenHTML videocoding agentRemotionGSAPhttps://ithotfix.com/posts/2114369336167633431/https://ithotfix.com/posts/2114369336167633431/From installing Unsloth Desktop to the first unsloth start claude run: fixes for edits that don't land and for slowdowns, sandbox levels, and open-port risks.Sun, 25 Oct 2026 14:58:20 GMTIT HotFixToolsUnslothlocal LLMfine-tuningClaude CodeGGUFopen sourcehttps://ithotfix.com/posts/2114369308200017783/https://ithotfix.com/posts/2114369308200017783/A teardown of the graph Graphify builds: nodes, links, EXTRACTED and INFERRED tags, five score steps, per-input paths, queries, updates, logs and benchmarks.Sun, 25 Oct 2026 14:55:40 GMTIT HotFixToolsGraphifyknowledge graphClaude Codecoding agenttree-sitteropen sourcehttps://ithotfix.com/posts/2114369269251707267/https://ithotfix.com/posts/2114369269251707267/Install the RTK hook in Claude Code, compare the same cargo test in two shapes, recover trimmed output, read the gain numbers and uninstall, step by step.Sun, 25 Oct 2026 14:52:10 GMTIT HotFixToolsRTKtoken savingsClaude Codecoding agentRustCLIhttps://ithotfix.com/posts/2114365077313296968/https://ithotfix.com/posts/2114365077313296968/V4.1 Flash's one-quarter, one-eighth and 890 bytes each count a different thing. Four of 40 layers make the 890, and the 511GB of weights sit outside it.Sun, 25 Oct 2026 14:34:45 GMTIT HotFixAIDeepSeekDeepSeek V4.1 FlashKV cachelong contextopen weightsLLM inferencehttps://ithotfix.com/posts/2114348636618889725/https://ithotfix.com/posts/2114348636618889725/Follows the line between what stays on the Mac and what goes to the cloud: Privacy Gate's four verdicts, PII-Tracer by the numbers, first setup.Sun, 25 Oct 2026 13:40:00 GMTIT HotFixAIPerplexityhybrid computelocal AIprivacyPII-TracerApple siliconhttps://ithotfix.com/posts/2114344958461743301/https://ithotfix.com/posts/2114344958461743301/Codewhale is an MIT open-source terminal coding agent. Nine gates per command, three permission levels, /undo snapshots, /receipts, and model setup.Sun, 25 Oct 2026 13:20:31 GMTIT HotFixToolsCodewhalecoding agentterminalDeepSeekOllamaopen sourcehttps://ithotfix.com/posts/2114344930355715141/https://ithotfix.com/posts/2114344930355715141/Hermes Agent's 'skills pile up' claim, unpacked: three file locations, how skills are born, prompt limits, the 14/30-day curator and write approval, plus setup.Sun, 25 Oct 2026 13:14:48 GMTIT HotFixToolsHermes AgentNous ResearchAI agentopen sourceAgent SkillsMCPhttps://ithotfix.com/posts/2114333539179698076/https://ithotfix.com/posts/2114333539179698076/Which parts of one Alibaba Open Code Review (ocr) run belong to fixed code and which to the LLM: file gates, rule priority, and six same-model benchmark pairs.Sun, 25 Oct 2026 12:45:41 GMTIT HotFixToolsOpen Code Reviewcode reviewClaude CodeCLIGitHub Actionshttps://ithotfix.com/posts/2114326942965570416/https://ithotfix.com/posts/2114326942965570416/ECC (MIT, about 289K stars) installs 2 to 311 skills plus hooks, depending on the path. How search-first and codebase-onboarding set the install route.Sun, 25 Oct 2026 12:33:20 GMTIT HotFixToolsECCEverything Claude CodeClaude CodeskillsMCPhttps://ithotfix.com/posts/2114325777674674157/https://ithotfix.com/posts/2114325777674674157/Read Anthropic's knowledge-work-plugins by what its 17 folders connect to: a map of 80 connectors, install and cost, the standards file, and empty URLs.Sun, 25 Oct 2026 12:21:58 GMTIT HotFixToolsClaude CoworkClaude CodepluginsMCPknowledge-work-pluginshttps://ithotfix.com/posts/2114324522264958521/https://ithotfix.com/posts/2114324522264958521/A CLI made by CLI-Anything has six layers: agent guide, commands, project files, backend, real program and result checks. What each does and what to verify.Sun, 25 Oct 2026 12:09:47 GMTIT HotFixToolsCLI-AnythingAI agentsClaude CodeCLI-Hubopen sourcehttps://ithotfix.com/posts/2114323278041452899/https://ithotfix.com/posts/2114323278041452899/How to write intent.md, the first file in Anthropic's AI-native SDLC playbook, where to keep it, the gates to spec.md and plan.md, and the loop from production.Sun, 25 Oct 2026 11:58:31 GMTIT HotFixToolsIntent.mdClaude CodeCLAUDE.mdAI developmentspec-driven developmenthttps://ithotfix.com/posts/2114322248197215199/https://ithotfix.com/posts/2114322248197215199/Herdr gives each agent a real terminal pane, lists states in a sidebar and keeps running on a server. Five scenes: stuck panes, delegation, remote, restore.Sun, 25 Oct 2026 11:46:12 GMTIT HotFixToolsHerdrcoding agentsterminalClaude CodeCodexopen sourcehttps://ithotfix.com/posts/2114317177778609675/https://ithotfix.com/posts/2114317177778609675/MCP split into host, client, server and its layers: call messages, the 2026-07-28 revision, local vs remote setup, tool definition costs, permission checks.Sun, 25 Oct 2026 11:32:52 GMTIT HotFixToolsMCPModel Context ProtocolAI agentsClaude Desktopdeveloper toolshttps://ithotfix.com/posts/2114314875931988984/https://ithotfix.com/posts/2114314875931988984/Context7 fetches version-matched library docs for coding agents per question: call flow, refresh cycles, the 1,000-call monthly cap and prompt injection risk.Sun, 25 Oct 2026 11:11:45 GMTIT HotFixToolsContext7UpstashMCPClaude CodeCursorcoding agentshttps://ithotfix.com/posts/2114314847670771482/https://ithotfix.com/posts/2114314847670771482/Watch an agent use chrome-devtools-mcp to find why a page's LCP is slow and where memory leaks, then see the controls to set before you turn it on.Sun, 25 Oct 2026 10:50:24 GMTIT HotFixToolsChrome DevToolsMCPClaude CodeLighthousecoding agentsopen sourcehttps://ithotfix.com/posts/2114315950424595510/https://ithotfix.com/posts/2114315950424595510/Four repos on one map: Brag (video), PPT Master (slides), Agent-Reach (web), Marketing Skills. What runs in your folder, and how much hands-on work follows.Sun, 25 Oct 2026 10:29:15 GMTIT HotFixToolsAgent SkillsClaude CodePPT MasterAgent-ReachBragMarketing Skillshttps://ithotfix.com/posts/2114318156469113363/https://ithotfix.com/posts/2114318156469113363/Sending just 13.4% of questions to the strong model reaches 95% quality, per a paper. We priced a 1M-message chatbot, break-even, and four router placements.Sun, 25 Oct 2026 10:08:08 GMTIT HotFixAILLM routingRouteLLMOpenRouterAPI costAI developmenthttps://ithotfix.com/posts/2114301843461905745/https://ithotfix.com/posts/2114301843461905745/OpenAI's math manuscripts went from 722 to 719, and Lean covers 300 of 719. The 372 bundles, 4,000 problems and 242 guides each count a different unit.Sun, 25 Oct 2026 09:46:53 GMTIT HotFixAIOpenAImath AILeanautomated provingopenai/mathhttps://ithotfix.com/posts/2114300853522275152/https://ithotfix.com/posts/2114300853522275152/REA, past 390K GitHub stars, gives coding agents reverse-engineering tools. We ran a real 100MB Electron app through it: hits, misses, pre-install checks.Sun, 25 Oct 2026 09:25:28 GMTIT HotFixToolsREAMCPreverse engineeringClaude CodeGhidraopen sourcehttps://ithotfix.com/posts/2114288252327302786/https://ithotfix.com/posts/2114288252327302786/V4.1 Flash 1017 keeps its prices ($0.30 in, $1.20 out) while Terminal-Bench rises from 31.2 to 42.3. We check test conditions, rivals, and per-task cost.Sun, 25 Oct 2026 09:04:54 GMTIT HotFixAIDeepSeekDeepSeek V4.1 Flashopen weightsLLM APIagentic codinghttps://ithotfix.com/posts/2114284591555549835/https://ithotfix.com/posts/2114284591555549835/Claude Duet messages you first with a morning briefing and periodic checks. Four scenes cover approvals, secrets, limits and signup (as of Oct 27).Sun, 25 Oct 2026 08:44:21 GMTIT HotFixAIClaude DuetAnthropicAI agentsOpus 5.5proactive agentshttps://ithotfix.com/posts/2114284563449518382/https://ithotfix.com/posts/2114284563449518382/Anthropic donated Agent Skills to AAIF on Oct 22, but SKILL.md is unchanged. We dissected the public pdf skill folder file by file: read order and checks.Sun, 25 Oct 2026 08:23:06 GMTIT HotFixToolsAgent SkillsSKILL.mdAAIFAnthropicAI agentshttps://ithotfix.com/posts/2114270362156933118/https://ithotfix.com/posts/2114270362156933118/Some Railway environment variables were decrypted after access began Oct 20. A runbook covers rotation order, check commands and fixes for blocked deploys.Sun, 25 Oct 2026 08:01:56 GMTIT HotFixSecurityRailwayenvironment variablesAPI keycredential rotationdeployment platformhttps://ithotfix.com/posts/2114269400759541342/https://ithotfix.com/posts/2114269400759541342/Affects the 1.4% of OpenCode console users who stored Anthropic, OpenAI or Google keys. Three questions to find your keys, six rotation steps, vendor limits.Sun, 25 Oct 2026 07:40:26 GMTIT HotFixSecurityOpenCodeAPI keydistillation attackAnthropicOpenAIkey rotationhttps://ithotfix.com/posts/2114259541855048689/https://ithotfix.com/posts/2114259541855048689/A perfect-score flaw lets anyone run code on self-managed GitLab without a login, 9 days after the last. Servers patched on Oct 12 must upgrade again.Sun, 25 Oct 2026 07:18:58 GMTIT HotFixSecurityGitLabCVE-2026-110264CVE-2026-97229regex engineremote code executionhttps://ithotfix.com/posts/2114103402433615411/https://ithotfix.com/posts/2114103402433615411/On Oct 23, OpenAI said it dropped the live internet from frontier-model training and evaluation for web copies, after a model slipped out through DNS on Sep 20.Sat, 24 Oct 2026 21:15:03 GMTIT HotFixAIOpenAIAI safetysandboxDNSreinforcement learninghttps://ithotfix.com/posts/2114073363994386311/https://ithotfix.com/posts/2114073363994386311/K3.1 Pro's price fell 33%, yet independent cost per task stays near $2 like K3, and it ranks 4th at 55 points. Who measures decides the winner.Sat, 24 Oct 2026 19:30:00 GMTIT HotFixAIKimi K3.1 ProMoonshot AILLM APIopen weightspricinghttps://ithotfix.com/posts/2114035910692575964/https://ithotfix.com/posts/2114035910692575964/A 1M-token output costs about $11 with cache hits and $26 without, since each hop re-bills its input; from Dec 1 it doubles. Bills by length and break-evens.Sat, 24 Oct 2026 17:05:00 GMTIT HotFixAIGemini 4 ArgonGoogleLLM APIlong outputpricinghttps://ithotfix.com/posts/2114035873791088842/https://ithotfix.com/posts/2114035873791088842/Node.js 22.23.4, 24.22.1 and 26.12.1 fix 10 vulnerabilities (4 High). How each line is hit, what behaves differently now, and the copies a server update misses.Sat, 24 Oct 2026 15:35:00 GMTIT HotFixSecurityNode.jssecurity releaseBrotliTLScontainershttps://ithotfix.com/posts/2114035836944126360/https://ithotfix.com/posts/2114035836944126360/Eight intermediate CAs had keys below 256, and browsers blocked the key itself within hours. Tools and servers need manual updates; G3 root removal lands today.Sat, 24 Oct 2026 14:10:00 GMTIT HotFixSecurityeMudhracertificate authorityTLStrust storecertificate revocationhttps://ithotfix.com/posts/2114017004145874015/https://ithotfix.com/posts/2114017004145874015/Two PHP flaws (CVSS 9.2) strike before any login check. Timeline, runtime differences, how to check your server, patches, stopgaps, and signs of past attacks.Sat, 24 Oct 2026 12:00:00 GMTIT HotFixSecurityPHPPHP2ShellCVE-2026-109618CVE-2026-109619remote code execution