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/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/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/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/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