#Reliability

Postgres's 2-Billion-Transaction Time Bomb Is Still Ticking

Wraparound took down Sentry and Mandrill, yet 64-bit XIDs remain stuck outside core Postgres.

Article · 1w ago2

Cloudflare's AI Problem Isn't the AI

The viral 'AI psychosis' takedown misdiagnoses what broke at Cloudflare — and what teams shipping LLM-written code should fix.

Article · 2w ago2

The 16-Year Race Hiding in SQLite's WAL

Tailscale's corruption post-mortem and a 15-minute simulated repro expose the bug class coverage metrics can't see.

Article · 2w ago0

One Stale Index Hint Broke GitHub Pull Requests

Today's 25-minute outage was small, but its root cause says a lot about GitHub under AI-era load.

Article · 2w ago5

The 16-Year-Old SQLite Bug That Ate Tailscale's Data

The WAL-reset race survived the industry's most-tested codebase, because "rare" turned out to depend entirely on your workload.

Article · 2w ago1

Another GitHub Actions Outage, and the Ninth in a Month

Today's incident fits a documented reliability slide, just as everything from Pages to Copilot rides on Actions.

Article · 3w ago5

GitHub Actions Has Become GitHub's Single Point of Failure

Today's Actions and Pages outage is GitHub's fifth incident in six days, and the causes look structural.

Article · 3w ago1

DSLs Make LLM Code Generation Production-Ready

Constrained languages shrink the output space so models produce verifiable results instead of plausible noise.

Article · 1mo ago1

How a Database Schema Error Triggered an Expensive AI Retry Storm

When deterministic database failures meet automatic task retries, non-idempotent LLM calls can quietly drain your entire cloud budget.

Article · 2mos ago2

Beyond the Demo: Engineering Reliable, Production-Grade AI Agents

Stop relying on fragile agent frameworks. Build resilient agentic systems using deterministic workflows, state preservation, and robust harness engineering.

Article · 2mos ago0

Claude API Outage Hits Production Workflows Across Multiple Models

A brief disruption to Anthropic's API and developer tools highlights the necessity of robust LLM fallback strategies.

News · 2mos ago4

Anthropic Suspends Claude Mythos 5 and Fable 5 Access

Developers must quickly pivot to fallback models as Anthropic halts access across its API and developer tools.

News · 2mos ago2

GitHub Outage Knocks Out Issues, PRs and Actions for Signed-Out Users

A roughly 80-minute degradation hit GitHub's Issues, Pull Requests and Actions on June 8, with impact narrowing to unauthenticated traffic before being mitigated.

News · 2mos ago5