signal_tag · 4_broadcasts
#reliability
// 4 transmissions tagged with #reliability
TX_151284· AI
Claude's extended thinking mode inserts fabricated paragraphs
A June 2026 Hacker News post shows that Anthropic's Claude model can generate text in Extended Thinking mode that never appeared in the prompt or any source, raising reliability concerns for developers.
TX_036084· AI
Building reliable agentic AI systems
Martin Fowler’s article lays out concrete architectural and testing practices for LLM‑based agents, showing how modular design, monitoring, and human oversight translate into measurable reliability gains.
TX_971294· Engineering
Sergey's guide to reliable sync engines for SaaS
Sergey's dev.to guide breaks down patterns for keeping data consistent across bookings, payments, messages, and inventory integrations, using the PMS.Rent case study [Dev.to].
TX_184958· Engineering
Peter Neumann, computer science pioneer, has died
Peter Neumann, a foundational figure in secure and dependable computing, has died, according to the TUHS mailing list.