AI agents

128 stories

Stories

SignalForge: Designing a Memory-Powered AI Agent for Competitive Intelligence
The Problem Competitive information can appear in many forms: Feature and product launches Pricing changes Marketing campaigns Promotional offers Product announcements Changes in messaging Other market signals When these activities are viewed independently, it can be difficult to understand the…
Dev.to AISep 29, 20264 min read
How We Built an AI Agent That Remembers with Hindsight
Why Autonomous SRE Needs Episodic Memory: How We Built Opsight with Hindsight Every on-call engineer knows the sinking feeling of getting paged at 3:14 AM for a SEV-1 outage that feels eerily familiar, yet nobody can remember which config flag or database lock script resolved it last time.
Dev.to AISep 29, 202610 min read

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