Honest, technical writing on AI coding tools, developer workflows, and the future of software engineering. Independent. No sponsored rankings.https://thevibelog.dev/en-ushello@thevibelog.dev (The Vibelog)https://thevibelog.dev/blog/reflection-beam-2026/https://thevibelog.dev/blog/reflection-beam-2026/Reflection Beam is a 501B open-weight model with 23B active, built for coding. Its own launch table shows it trailing Kimi K3 by up to 33 points.Tue, 06 Oct 2026 00:00:00 GMTAI ModelsBenchmarksAgentic CodingAI Toolshttps://thevibelog.dev/blog/together-link-claude-code-open-models-2026/https://thevibelog.dev/blog/together-link-claude-code-open-models-2026/Together Link runs Kimi K3 and GLM 5.3 inside Claude Code and Codex and claims 50% savings. Here is the setup, the per-token math, and where savings shrink.Tue, 06 Oct 2026 00:00:00 GMTClaude CodeCost OptimizationAI ToolsDeveloper Guidehttps://thevibelog.dev/blog/ai-decision-models-2026/https://thevibelog.dev/blog/ai-decision-models-2026/Five vendors shipped AI decision models in 16 days. They return probabilities, not prose. Here is how Clef, Jev, Perplexity Decider and OpenAI compare.Mon, 05 Oct 2026 00:00:00 GMTAI ModelsAI AgentsDeveloper GuideCost Optimizationhttps://thevibelog.dev/blog/github-copilot-computer-use-2026/https://thevibelog.dev/blog/github-copilot-computer-use-2026/GitHub Copilot can now click, type and drag inside your desktop apps. How computer use works, how to lock it down, and how it compares to Claude Code.Mon, 05 Oct 2026 00:00:00 GMTGitHub CopilotAI AgentsSecurityAI Toolshttps://thevibelog.dev/blog/ai-coding-agent-security-2026/https://thevibelog.dev/blog/ai-coding-agent-security-2026/A .git/config file ran code in seven AI coding agents before any approval prompt. Here is what GitSpawn, Plugin4Shell and PixelLeak mean for your setup.Sun, 04 Oct 2026 00:00:00 GMTSecurityAgentic CodingClaude CodeAI Toolshttps://thevibelog.dev/blog/codex-cloud-vs-claude-code-web-2026/https://thevibelog.dev/blog/codex-cloud-vs-claude-code-web-2026/OpenAI says Codex Cloud keeps working with your laptop closed. Claude Code cloud sessions already do. Here is how the two cloud coding agents compare.Sun, 04 Oct 2026 00:00:00 GMTAgentic CodingClaude CodeAI ToolsDeveloper Guidehttps://thevibelog.dev/blog/claude-code-mods-guide/https://thevibelog.dev/blog/claude-code-mods-guide/Claude Code mods can redraw the UI, rewrite prompts and approve tool calls before you see them. Here is how mods work and what to check before installing.Sat, 03 Oct 2026 00:00:00 GMTClaude CodeDeveloper GuideSecurityAI Toolshttps://thevibelog.dev/blog/gpt-6-1-sol-vs-claude-sonnet-5-5/https://thevibelog.dev/blog/gpt-6-1-sol-vs-claude-sonnet-5-5/GPT-6.1 Sol and Claude Sonnet 5.5 both cost $2 and $10 per million tokens. One is smarter, one is far cheaper per task. Here is which to use for coding.Sat, 03 Oct 2026 00:00:00 GMTAI ModelsBenchmarksClaude CodeAI Toolshttps://thevibelog.dev/blog/claude-opus-5-5-vs-gpt-6-2026/https://thevibelog.dev/blog/claude-opus-5-5-vs-gpt-6-2026/Claude Opus 5.5 beats GPT-6 Astra on Terminal-Bench 4.0 at less than half the price, but GPT-6 Luna costs 40x less. Here is which model to use for coding.Fri, 02 Oct 2026 00:00:00 GMTAI ModelsClaude CodeAI ToolsBenchmarksAgentic Codinghttps://thevibelog.dev/blog/gemini-4-argon-2026/https://thevibelog.dev/blog/gemini-4-argon-2026/Gemini 4 Argon scores 77.9% on DeepSWE at $2 per million input tokens, but almost nobody can use it yet. Here is what developers should actually expect.Fri, 02 Oct 2026 00:00:00 GMTAI ModelsGeminiAI ToolsBenchmarkshttps://thevibelog.dev/blog/agentic-ai-benchmarks-2026/https://thevibelog.dev/blog/agentic-ai-benchmarks-2026/SWE-bench Verified claims AI agents resolve 80.8% of engineering tasks. We analyzed 10,000 production commits to measure real velocity in 2026.Sun, 23 Aug 2026 00:00:00 GMTAI BenchmarksAgentic CodingDeveloper ProductivitySWE-benchhttps://thevibelog.dev/blog/ai-code-review-automation-2026/https://thevibelog.dev/blog/ai-code-review-automation-2026/45% of AI-generated code fails OWASP security checks. Here is how to automate AI code review gates in GitHub Actions to catch bugs before merging.Sun, 23 Aug 2026 00:00:00 GMTAI ToolsCI/CDCode ReviewSecurityGitHub Actionshttps://thevibelog.dev/blog/ai-database-engineering-2026/https://thevibelog.dev/blog/ai-database-engineering-2026/AI coding agents fail on SQL queries 31.4% of the time when schemas lack foreign keys and enums. Here is how to design Postgres for AI reliability.Sun, 23 Aug 2026 00:00:00 GMTDatabaseAI ToolsArchitectureSupabaseDeveloper Skillshttps://thevibelog.dev/blog/ai-driven-system-architecture-2026/https://thevibelog.dev/blog/ai-driven-system-architecture-2026/How senior engineers structure microservices, AGENTS.md specs, and type contracts in 2026 so autonomous AI agents build features without breaking code.Sun, 23 Aug 2026 00:00:00 GMTSystem ArchitectureAgentic CodingSoftware DesignDeveloper Productivityhttps://thevibelog.dev/blog/self-healing-infrastructure-2026/https://thevibelog.dev/blog/self-healing-infrastructure-2026/How autonomous AI agents in 2026 connect Sentry and Datadog to cloud environments, diagnose crash root causes, and submit auto-PR hotfixes.Sun, 23 Aug 2026 00:00:00 GMTDevOpsSelf-Healing InfrastructureAI AgentsObservabilityhttps://thevibelog.dev/blog/ai-context-window-optimization-2026/https://thevibelog.dev/blog/ai-context-window-optimization-2026/Sending entire codebases into LLM prompts burns thousands in API fees. Here is how we cut our token context costs by 70% using context caching and AST trimming.Sat, 22 Aug 2026 00:00:00 GMTAI ToolsOptimizationAPI CostsDeveloper SkillsArchitecturehttps://thevibelog.dev/blog/claude-code-vs-cursor-3-2026/https://thevibelog.dev/blog/claude-code-vs-cursor-3-2026/Claude Code scored 80.8% on SWE-bench Verified while Cursor 3 integrated inline diffs. We tested both on a 150k-line production app to find the true winner.Sat, 22 Aug 2026 00:00:00 GMTAI ToolsClaude CodeCursorDeveloper ProductivityReviewhttps://thevibelog.dev/blog/chrome-devtools-mcp-for-agents/https://thevibelog.dev/blog/chrome-devtools-mcp-for-agents/AI coding agents can write code, but how do they verify it works? With the stable 1.0 release of chrome-devtools-mcp, agents now have full, programmatic access to Chrome's debugging console, network monitors, and rendering metrics.Fri, 05 Jun 2026 00:00:00 GMTChrome DevToolsMCPAI AgentsDebuggingWeb Performancehttps://thevibelog.dev/blog/deepseek-r1-vs-claude-sonnet-benchmarks/https://thevibelog.dev/blog/deepseek-r1-vs-claude-sonnet-benchmarks/We pitted DeepSeek-R1 and Claude 3.5 Sonnet against each other in 1,000 autonomous software agent tasks. Here are the real-world success rates, tool execution latencies, and billing benchmarks.Fri, 05 Jun 2026 00:00:00 GMTAI BenchmarksClaude 3.5 SonnetDeepSeek-R1Developer AgentsInference Costshttps://thevibelog.dev/blog/react-19-astro-6-server-islands/https://thevibelog.dev/blog/react-19-astro-6-server-islands/React 19 introduced the auto-compiler. Astro 6 introduced Server Islands. Here is how combining these two major frameworks creates the ultimate server-first architecture—and why it cuts bundle sizes by 80%.Fri, 05 Jun 2026 00:00:00 GMTReact 19Astro 6Frontend ArchitectureWeb PerformanceServer Islandshttps://thevibelog.dev/blog/tailwind-css-v4-guide/https://thevibelog.dev/blog/tailwind-css-v4-guide/Tailwind CSS v4 is a total rebuild. With a Rust-based engine, 10x faster compile times, and a complete shift from tailwind.config.js to CSS-first configuration, here is how to upgrade your production app.Fri, 05 Jun 2026 00:00:00 GMTTailwind CSSCSS v4ViteWeb DevelopmentBuild Optimizationhttps://thevibelog.dev/blog/webmcp-ai-ready-websites/https://thevibelog.dev/blog/webmcp-ai-ready-websites/AI agents are browsing your site, but they are struggling with brittle HTML scraping. Here is a guide to WebMCP—the new proposed open standard for exposing structured tools directly to AI agents.Fri, 05 Jun 2026 00:00:00 GMTWebMCPAI AgentsWeb StandardsHTMLJavascripthttps://thevibelog.dev/blog/base44-platform-migration-2026/https://thevibelog.dev/blog/base44-platform-migration-2026/Base44 launched one-click migration from WordPress, Salesforce, HubSpot, Shopify, Lovable, and Bolt in 2026. No CSV exports, no manual rebuilding — Base44 reads your schema and copies your data.Wed, 27 May 2026 00:00:00 GMTBase44AI ToolsMigrationNo-Codehttps://thevibelog.dev/blog/bolt-new-review-2026/https://thevibelog.dev/blog/bolt-new-review-2026/Bolt.new added native Stripe payments, AI image generation, MCP servers, and built-in analytics in 2026. Here is an honest review of what works, what does not, and who it is actually for.Wed, 27 May 2026 00:00:00 GMTBolt.newAI ToolsReviewVibe Codinghttps://thevibelog.dev/blog/cursor-3-review-2026/https://thevibelog.dev/blog/cursor-3-review-2026/Cursor 3 shipped April 2026 with an agent-first workspace, parallel subagents, and a full PR review flow. Here is what actually changed and whether the upgrade is worth it.Wed, 27 May 2026 00:00:00 GMTCursorAI ToolsReviewDeveloper Guidehttps://thevibelog.dev/blog/expo-sdk-56-2026/https://thevibelog.dev/blog/expo-sdk-56-2026/Expo SDK 56 ships React Native 0.85 and React 19. Expo Agent in beta lets developers go from idea to production mobile app with AI. Here is what changed and what it means.Wed, 27 May 2026 00:00:00 GMTExpoReact NativeMobileAI Toolshttps://thevibelog.dev/blog/framer-ai-review-2026/https://thevibelog.dev/blog/framer-ai-review-2026/Framer added AI layout generation, on-page editing, one-click translation, and built-in analytics in 2026. Here is an honest review of who it is for, what it does well, and where it ends.Wed, 27 May 2026 00:00:00 GMTFramerAI ToolsReviewWebsite Builderhttps://thevibelog.dev/blog/lovable-2-review-2026/https://thevibelog.dev/blog/lovable-2-review-2026/Lovable 2.0 ships real-time collaboration for 20 users, a mobile app, reusable Skills, and a security scanner. Here is what changed, what it costs, and whether the upgrade is real.Wed, 27 May 2026 00:00:00 GMTLovableAI ToolsReviewVibe Codinghttps://thevibelog.dev/blog/replit-agent-4-review-2026/https://thevibelog.dev/blog/replit-agent-4-review-2026/Replit Agent 4 adds parallel agents, automatic CVE patching, a security auditor, and iOS app generation from natural language. Here is an honest review of what changed and what it means.Wed, 27 May 2026 00:00:00 GMTReplitAI ToolsReviewAgentic Codinghttps://thevibelog.dev/blog/v0-vercel-review-2026/https://thevibelog.dev/blog/v0-vercel-review-2026/v0's February 2026 update added a VS Code-style editor, Git branches per chat, Snowflake and AWS database connections, and a clear path to production. Here is the honest review.Wed, 27 May 2026 00:00:00 GMTv0VercelAI ToolsReviewhttps://thevibelog.dev/blog/webflow-ai-2026/https://thevibelog.dev/blog/webflow-ai-2026/Webflow added AEO tracking for AI search visibility, Gemini-powered translation, multi-page AI site creation, and AI credits across all plans in 2026. Here is what is genuinely useful.Wed, 27 May 2026 00:00:00 GMTWebflowAI ToolsWebsite BuilderSEOhttps://thevibelog.dev/blog/wix-harmony-2026/https://thevibelog.dev/blog/wix-harmony-2026/Wix Harmony launched January 2026 with Aria, an AI agent that redesigns pages, updates brand tokens, and builds automation workflows from plain English. Here is what it actually does.Wed, 27 May 2026 00:00:00 GMTWixAI ToolsReviewWebsite Builderhttps://thevibelog.dev/blog/vibe-coding-mistakes-2026/https://thevibelog.dev/blog/vibe-coding-mistakes-2026/AI-generated code ships 1.7× more bugs than human-written. Most of them come from the same handful of workflow mistakes. Here is what they are and how to stop making them.Tue, 26 May 2026 00:00:00 GMTVibe CodingAI ToolsGuideProductivityhttps://thevibelog.dev/blog/vibe-coding-security-risks-2026/https://thevibelog.dev/blog/vibe-coding-security-risks-2026/A vibe-coded app launched on January 28, 2026. Its entire production database was exposed by January 31st. Here is why vibe coding creates specific security risks, and what a safer workflow looks like.Tue, 26 May 2026 00:00:00 GMTVibe CodingSecurityAI ToolsGuidehttps://thevibelog.dev/blog/what-is-vibe-coding/https://thevibelog.dev/blog/what-is-vibe-coding/Andrej Karpathy coined the term in February 2025. Collins Dictionary named it Word of the Year. Here is exactly what vibe coding is, how it works, and whether the productivity gains are real.Tue, 26 May 2026 00:00:00 GMTVibe CodingAI ToolsGuidehttps://thevibelog.dev/blog/agentic-engineering-2026/https://thevibelog.dev/blog/agentic-engineering-2026/In February 2026 Karpathy declared vibe coding passé and introduced agentic engineering. The shift is from writing code to orchestrating agents. Here is what that actually means for how developers work.Mon, 25 May 2026 00:00:00 GMTVibe CodingAgentic CodingDeveloper GuideAI Toolshttps://thevibelog.dev/blog/vibe-coding-tech-stack-2026/https://thevibelog.dev/blog/vibe-coding-tech-stack-2026/Next.js, Supabase, Vercel, Stripe, Resend, shadcn/ui — this is the stack behind most successful vibe-coded products in 2026. Here is what each layer does, why it was chosen, and when to swap it out.Mon, 25 May 2026 00:00:00 GMTVibe CodingDeveloper GuideAI ToolsProductivityhttps://thevibelog.dev/blog/vibe-coding-technical-debt-2026/https://thevibelog.dev/blog/vibe-coding-technical-debt-2026/Code duplication up 48%, refactoring down 60%, technical debt up 30–41% after AI adoption. The vibe coding debt crisis is hitting teams now. Here is what it looks like and how to stop accumulating it.Mon, 25 May 2026 00:00:00 GMTVibe CodingDeveloper GuideAI ToolsSecurityhttps://thevibelog.dev/blog/how-to-vibe-code-2026/https://thevibelog.dev/blog/how-to-vibe-code-2026/92% of developers use AI coding tools daily but most guides explain what vibe coding is, not how to do it well. Here is the actual workflow, prompt techniques, and tools to start shipping in 2026.Sun, 24 May 2026 00:00:00 GMTVibe CodingDeveloper GuideAI ToolsProductivityhttps://thevibelog.dev/blog/vibe-coding-for-non-developers-2026/https://thevibelog.dev/blog/vibe-coding-for-non-developers-2026/63% of vibe coding users are non-developers. They are shipping MVPs for $29–$299/month that used to cost $50,000–$150,000. Here is what they are building, how they are doing it, and where it stops working.Sun, 24 May 2026 00:00:00 GMTVibe CodingAI ToolsProductivityDeveloper Guidehttps://thevibelog.dev/blog/vibe-coding-salary-2026/https://thevibelog.dev/blog/vibe-coding-salary-2026/Two years ago 'vibe coder' was a pejorative. In May 2026 ServiceNow is paying $465,000 for it. Entry-level roles start at $70K, senior AI-first engineers hit $250K+, and MCP specialists charge $400/hour. Here is what the market actually pays.Sun, 24 May 2026 00:00:00 GMTVibe CodingAI SkillsDeveloper GuideCareerhttps://thevibelog.dev/blog/ai-code-review-tools-2026/https://thevibelog.dev/blog/ai-code-review-tools-2026/CodeRabbit catches 43% more issues per review than GitHub Copilot. Greptile indexes your entire repo graph. Teams cut review time 40–60%. Here is which tool fits which team.Fri, 22 May 2026 00:00:00 GMTAI ToolsSecurityDeveloper GuideGitHub CopilotReviewhttps://thevibelog.dev/blog/codex-cli-vs-claude-code-2026/https://thevibelog.dev/blog/codex-cli-vs-claude-code-2026/Codex CLI uses 4x fewer tokens than Claude Code for the same task. Claude Code writes cleaner code in 67% of blind reviews. Both cost roughly $100–200 per month. Here is which one to pick.Fri, 22 May 2026 00:00:00 GMTAI ToolsClaude CodeDeveloper GuideReviewAgentic Codinghttps://thevibelog.dev/blog/devin-ai-review-2026/https://thevibelog.dev/blog/devin-ai-review-2026/Devin dropped its price to $20 but active teams still spend $200–$1,000 per month on ACUs. It completed 31 of 38 module upgrades in a weekend. Here is who should pay for it and who should not.Fri, 22 May 2026 00:00:00 GMTAI ToolsAgentic CodingReviewDeveloper Guidehttps://thevibelog.dev/blog/gemini-3-5-flash-2026/https://thevibelog.dev/blog/gemini-3-5-flash-2026/Google launched Gemini 3.5 Flash at I/O 2026 — 289 tokens per second, beating Gemini 3.1 Pro on coding benchmarks at $1.50 per million input tokens. Here is what it changes for developers.Fri, 22 May 2026 00:00:00 GMTAI ToolsGeminiDeveloper GuideGooglehttps://thevibelog.dev/blog/google-ai-studio-2026/https://thevibelog.dev/blog/google-ai-studio-2026/Google I/O 2026 turned AI Studio into a full development platform — Android apps from prompts, Managed Agents API for isolated Linux execution, Workspace integrations, and one-click Cloud Run deploy.Fri, 22 May 2026 00:00:00 GMTAI ToolsGoogleDeveloper GuideAgentic Codinghttps://thevibelog.dev/blog/openai-voice-intelligence-api-2026/https://thevibelog.dev/blog/openai-voice-intelligence-api-2026/OpenAI launched GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper in May 2026. GPT-5-class reasoning in live voice, 70+ language translation, streaming transcription. Here is the developer picture.Fri, 22 May 2026 00:00:00 GMTAI ToolsOpenAIVoice AIDeveloper GuideAPIhttps://thevibelog.dev/blog/agentic-coding-guide/https://thevibelog.dev/blog/agentic-coding-guide/Vibe coding was about delegating tasks. Agentic coding is about delegating outcomes. Here is what that difference actually means in a real workflow — and why the trust gap is getting wider.Thu, 21 May 2026 00:00:00 GMTAgentic CodingAI ToolsDeveloper GuideWorkflowClaude Codehttps://thevibelog.dev/blog/ai-generated-code-security-2026/https://thevibelog.dev/blog/ai-generated-code-security-2026/45% of AI-generated code fails OWASP benchmarks. One vibe-coded startup lost 1.5M API keys in a single breach. Here is the developer security checklist you actually need.Thu, 21 May 2026 00:00:00 GMTSecurityAI ToolsVibe CodingDeveloper Guidehttps://thevibelog.dev/blog/ai-skills-developer-salary-2026/https://thevibelog.dev/blog/ai-skills-developer-salary-2026/PwC says AI skills carry a 56% salary premium. The reality is more specific. Here is what is actually getting developers paid more in 2026, and what is just CV noise.Thu, 21 May 2026 00:00:00 GMTCareerAI ToolsSalaryDeveloper SkillsOpinionhttps://thevibelog.dev/blog/deepseek-r1-production-realities/https://thevibelog.dev/blog/deepseek-r1-production-realities/Is DeepSeek-R1 really the Claude-killer for autonomous coding agents? An honest, metric-driven engineering audit of running R1 locally via Ollama vs. cloud APIs in production workflows.Thu, 21 May 2026 00:00:00 GMTDeepSeekLLMsLocal DeploymentAPI PricingAgentic Latencyhttps://thevibelog.dev/blog/gemini-cli-deprecated-2026/https://thevibelog.dev/blog/gemini-cli-deprecated-2026/Google deprecated Gemini CLI on May 20 with a June 18 deadline. The replacement is closed-source and not on any package manager yet. Here is the honest migration guide.Thu, 21 May 2026 00:00:00 GMTAI ToolsDeveloper GuideGoogleAgentic CodingOpinionhttps://thevibelog.dev/blog/github-copilot-pricing-2026/https://thevibelog.dev/blog/github-copilot-pricing-2026/GitHub Copilot moves from flat monthly plans to AI credits on June 1. Annual subscribers using Claude Opus 4.7 face up to a 27x cost multiplier. Here is exactly who gets hit and who does not.Thu, 21 May 2026 00:00:00 GMTAI ToolsGitHub CopilotPricingDeveloper GuideCost Optimizationhttps://thevibelog.dev/blog/gpt-5-5-vs-claude-opus-4-7-2026/https://thevibelog.dev/blog/gpt-5-5-vs-claude-opus-4-7-2026/GPT-5.5 doubled its output price to $30 per million tokens. Claude Opus 4.7 leads SWE-bench Pro 64.3% to 58.6%. Here is which model to choose for what — and the real cost math.Thu, 21 May 2026 00:00:00 GMTAI ToolsLLMsClaude CodeReviewBenchmarkhttps://thevibelog.dev/blog/inside-antigravity-deepmind/https://thevibelog.dev/blog/inside-antigravity-deepmind/Traditional AI assistants spit out code and hope it works. Antigravity takes a different path: an Agentic Coding Compiler that spawns subagents, runs builds in isolated sandboxes, and self-corrects prior to committing edits.Thu, 21 May 2026 00:00:00 GMTAI ToolsAntigravityDeepMindAgentic SystemsSoftware Engineeringhttps://thevibelog.dev/blog/lovable-vs-bolt-vs-v0-comparison/https://thevibelog.dev/blog/lovable-vs-bolt-vs-v0-comparison/Same spec — auth, dashboard, Stripe billing. Lovable, Bolt.new V2, and the new v0 are all far more capable than most comparisons suggest. Here is what actually separates them.Thu, 21 May 2026 00:00:00 GMTAI ToolsVibe CodingApp BuildersReviewLovableBolt.newhttps://thevibelog.dev/blog/mcp-servers-teams-2026/https://thevibelog.dev/blog/mcp-servers-teams-2026/22,775 MCP servers exist in 2026. Most engineering teams are still running solo local configs that nobody else on the team can use. Here is how to fix that with shared infrastructure.Thu, 21 May 2026 00:00:00 GMTMCPToolsGuideClaude CodeDeveloper Guidehttps://thevibelog.dev/blog/private-mcp-servers-security/https://thevibelog.dev/blog/private-mcp-servers-security/Model Context Protocol lets AI agents read your database schema and local files. But giving write access or using insecure servers is a recipe for disaster. Here is how to configure secure, private Postgres and local filesystem MCP setups that won't fail an OWASP review.Thu, 21 May 2026 00:00:00 GMTMCPSecurityDatabaseClaude CodeCursorhttps://thevibelog.dev/blog/reducing-claude-api-costs/https://thevibelog.dev/blog/reducing-claude-api-costs/AI agents make development fast, but they make LLM billing faster. Here is how we cut our Anthropic API spend by 64% using context bounds, rules, and smart caching—without sacrificing code quality.Thu, 21 May 2026 00:00:00 GMTAI ToolsCursorClaude CodeProductivityCost Optimizationhttps://thevibelog.dev/blog/windsurf-review-2026/https://thevibelog.dev/blog/windsurf-review-2026/Cognition paid $250M for Windsurf in December 2025. The pricing changed immediately, the roadmap shifted, and Cursor kept pulling ahead in ARR. Here is an honest look at where Windsurf stands.Thu, 21 May 2026 00:00:00 GMTAI ToolsWindsurfCursorIDEReviewhttps://thevibelog.dev/blog/cursor-claude-codex-2026/https://thevibelog.dev/blog/cursor-claude-codex-2026/Three AI coding tools. Three weeks. One real codebase. Here is what the benchmarks miss and what actually matters on the job.Wed, 20 May 2026 00:00:00 GMTAI ToolsClaude CodeCursorGitHub CopilotReviewhttps://thevibelog.dev/blog/hello-world/https://thevibelog.dev/blog/hello-world/There are already a thousand AI tool roundups. Here is what makes this one different — and what it will refuse to do.Wed, 20 May 2026 00:00:00 GMTMetahttps://thevibelog.dev/blog/mcp-servers-guide/https://thevibelog.dev/blog/mcp-servers-guide/Model Context Protocol went from Anthropic experiment to industry standard in under a year. These are the servers worth configuring — and the ones that waste your time.Mon, 18 May 2026 00:00:00 GMTMCPToolsGuideClaude Codehttps://thevibelog.dev/blog/vibe-coding-production/https://thevibelog.dev/blog/vibe-coding-production/Collins named it Word of the Year. 92% of US developers are doing it. And AI-generated code is producing 1.7x more bugs than human-written code. All three things are true at once.Thu, 14 May 2026 00:00:00 GMTVibe CodingOpinionAI ToolsProductivityhttps://thevibelog.dev/blog/ai-dev-stack-2026/https://thevibelog.dev/blog/ai-dev-stack-2026/I started the year with nine AI tools. I still use four. Here is what stayed, what got cut, and why — with real pricing and honest reasons.Mon, 11 May 2026 00:00:00 GMTProductivityToolsAI Toolshttps://thevibelog.dev/blog/will-ai-replace-developers/https://thevibelog.dev/blog/will-ai-replace-developers/The job market grew 17% in projections. Entry-level employment fell 20% in reality. Overall programmer employment dropped 27.5% in two years. All of these are true. Here is what they mean.Sat, 09 May 2026 00:00:00 GMTCareerOpinionAI Tools