Elevated errors on Claude.ai, API, Claude Code

Original Article ↗ Hacker News Discussion ↗

Service reliability & 500 errors

  • Many users report frequent 500 errors on Claude.ai, API, and Claude Code, especially around 14:30 UTC / US West Coast morning.
  • Outages often affect everything, including auth/login, not just inference.
  • Some see patterns: peak-time overload, issues with caching, or new features (e.g., routines rollout) coinciding with instability.
  • Uptime estimates differ: some third‑party trackers show ~89–91% for Claude Code, while Anthropic’s official status shows ~98–99% over longer windows, leading to debate about how uptime is calculated and perceived.

Impact on workflows

  • Users relying on Claude Code for active development are significantly disrupted, especially during time‑sensitive work.
  • Several describe needing to “fall back to their brain,” textbooks, or traditional coding when outages hit.
  • People seek ways to export or recover interrupted sessions; built‑in export sometimes fails, prompting DIY solutions (JSONL parsing, SQLite logging, custom tools/skills).

Alternatives & backups

  • Codex (OpenAI + desktop app) is the most cited alternative; generally praised for reliability, execution quality, and more generous or clearer quotas, though some find it less “refined” or weaker at planning.
  • Other options mentioned: Gemini/Vertex AI, GitHub Copilot, Qwen, GLM via z.ai, Fireworks-hosted models (including Kimi), OpenRouter, Grok, Turnstone with local/open models, llama.cpp.
  • Several users now tool repos to support both Claude Code and Codex (or others) and switch on outage.

Pricing, quotas & “shrinkflation”

  • Reports of rapidly hitting Claude quotas, especially after changes to reasoning defaults and peak‑hour limits.
  • Complaints that trivial tasks now burn through large chunks of allowance; some upgraded plans just to keep working.
  • Comparisons to OpenAI’s and others’ pricing; some perceive token “shrinkflation” and pressure toward higher tiers (e.g., $100 / $200 plans).

Product & support criticisms

  • Users praise Claude Code’s core coding ability but criticize:
    • Poor or slow support responses.
    • Confusing account/organization separation.
    • Broken payments and login/token flows (including CLI/CI issues).
    • Buggy desktop app that “forgets” it’s the desktop environment.
    • Weak or opaque MCP integration and debugging.
  • Some feel early adopters are being squeezed as usage grows.

Status page & transparency

  • Mixed views: some say Anthropic’s status page is relatively honest vs big clouds; others note lagging updates and “all systems operational” while 500s occur.
  • A few suggest more openness about capacity constraints, GPU shortages, and policy changes.

Suggested mitigations & broader reflections

  • Ideas: queuing instead of hard errors, surge pricing during peak, automatic fallback to partner/cheaper models, disabling heavy features (e.g., routines) at peak.
  • Meta‑discussion that developers have become highly dependent on AI tools in under two years, making outages feel like “GitHub going down” used to.