coderband is a senior software studio. We rescue AI-built apps, ship production AI features in 10 days and make GPU inference faster and cheaper, at fixed prices you can pay today.https://coder.band/https://coder.band/blog/red-flags-hiring-software-development-agency/https://coder.band/blog/red-flags-hiring-software-development-agency/Twelve red flags when hiring a software agency: unnamed teams, quotes with no discovery, IP that never transfers, no repo access. What to ask before you sign.Tue, 10 Nov 2026 00:00:00 GMThttps://coder.band/blog/white-label-ai-development-for-agencies/https://coder.band/blog/white-label-ai-development-for-agencies/White-label AI development for agencies: who owns the client, code and liability, vendor margin benchmarks, contract terms, GDPR Art. 28, and picking a partner.Thu, 05 Nov 2026 00:00:00 GMThttps://coder.band/blog/evaluate-llm-feature-before-shipping/https://coder.band/blog/evaluate-llm-feature-before-shipping/Define pass/fail criteria, build a test set from real inputs, grade with code first and a calibrated LLM judge second, and gate every change on it.Tue, 03 Nov 2026 00:00:00 GMThttps://coder.band/blog/fp8-nvfp4-image-generation/https://coder.band/blog/fp8-nvfp4-image-generation/FP8 makes diffusion transformers 1.2–1.9x faster with about 40% less memory from Ada GPUs on; NVFP4 adds 1.1–1.7x on Blackwell only. Costs, quality, tooling.Thu, 29 Oct 2026 00:00:00 GMThttps://coder.band/blog/http2shell-brotli-cve-2026-111497/https://coder.band/blog/http2shell-brotli-cve-2026-111497/A Brotli decoder bug hits Node.js, Bun, Python and more. Upgrade Node to 22.23.4, 24.22.1 or 26.12.1 and pip Brotli to 1.2.1, then check what your app fetches.Tue, 27 Oct 2026 00:00:00 GMThttps://coder.band/blog/php2shell-cve-2026-109618-109619/https://coder.band/blog/php2shell-cve-2026-109618-109619/PHP2Shell lets attackers run code on almost any PHP web server without logging in. Upgrade to PHP 8.5.12, 8.4.27, 8.3.36 or 8.2.35, restart PHP, then verify.Thu, 22 Oct 2026 00:00:00 GMThttps://coder.band/blog/technical-due-diligence-cost-2026/https://coder.band/blog/technical-due-diligence-cost-2026/Tech due diligence costs about $5K–$35K for a light review, $15K–$75K for a full specialist review and $60K–$150K+ for large M&A in 2026. What drives it.Tue, 20 Oct 2026 00:00:00 GMThttps://coder.band/blog/supabase-row-level-security-mistakes/https://coder.band/blog/supabase-row-level-security-mistakes/The 10 Supabase RLS mistakes in AI-built apps, from RLS left off to user_metadata roles and leaky views, with bad and fixed SQL and a test for each one.Thu, 15 Oct 2026 00:00:00 GMThttps://coder.band/blog/lovable-vs-bolt-vs-replit-vs-cursor-production/https://coder.band/blog/lovable-vs-bolt-vs-replit-vs-cursor-production/None of the four is production-ready by default. Replit guards live data best, Cursor's code is most portable, Lovable and Bolt fail on Supabase access rules.Tue, 13 Oct 2026 00:00:00 GMThttps://coder.band/blog/cost-to-build-ai-agent-2026/https://coder.band/blog/cost-to-build-ai-agent-2026/AI agent and LLM feature costs in 2026: build ranges by tier, current OpenAI, Anthropic and Google token prices, and a worked monthly run-cost example.Thu, 08 Oct 2026 00:00:00 GMThttps://coder.band/blog/cut-gpu-inference-costs-diffusion/https://coder.band/blog/cut-gpu-inference-costs-diffusion/Cut diffusion inference costs with FP8, NVFP4, torch.compile, TensorRT, distillation and caching. Current GPU prices, cost-per-image math and benchmarking.Tue, 06 Oct 2026 00:00:00 GMThttps://coder.band/blog/fixed-price-vs-time-and-materials-vs-retainer/https://coder.band/blog/fixed-price-vs-time-and-materials-vs-retainer/Fixed-price, time and materials, or retainer? Who carries the risk in each, deposit norms, how refund guarantees work, and the questions to ask before you sign.Thu, 01 Oct 2026 00:00:00 GMThttps://coder.band/blog/cost-to-fix-vibe-coded-app/https://coder.band/blog/cost-to-fix-vibe-coded-app/Fixing a vibe-coded app in 2026 runs about $200–$5,000 for an audit, $7,500–$40,000 to stabilize, and $50,000+ for a full rescue or rebuild. Here's why.Tue, 29 Sep 2026 00:00:00 GMThttps://coder.band/blog/ai-app-production-readiness-checklist/https://coder.band/blog/ai-app-production-readiness-checklist/54 checks across 9 areas to take a Lovable, Bolt or Cursor app to production in 2026: auth, RLS, secrets, payments, infra, privacy and handoff.Thu, 24 Sep 2026 00:00:00 GMThttps://coder.band/blog/software-agency-rates-2026/https://coder.band/blog/software-agency-rates-2026/Senior software teams charge about $100–$250/hour in the US, $85–$165 in Western Europe and $58–$95 in Eastern Europe in 2026. Models, drivers, red flags.Tue, 22 Sep 2026 00:00:00 GMT