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The AyeWatch blog.
Guides and insights on AI-powered monitoring, competitive intelligence, and staying ahead of the information curve.
Building Real-Time Monitoring Pipelines With Webhooks and REST APIs
Webhooks turn AyeWatch alerts into triggers for any automated workflow. Here's how to build real-time monitoring pipelines using the AyeWatch REST API.
July 20, 2026
How to Automate Information Gathering With a Monitoring API
The AyeWatch monitoring API lets developers automate information gathering workflows programmatically, creating topics, reading alerts, and integrating into any stack.
August 1, 2026
HMAC-Signed Webhooks: Building Reliable Event-Driven Pipelines
HMAC signatures are the security foundation of reliable webhook pipelines. Here's how they work and how to implement verification in any language.
August 10, 2026
How Developers Embed Web Monitoring Into Their Own Products
The AyeWatch API makes it straightforward to embed world-class web monitoring into any SaaS product, without building the crawling or AI infrastructure yourself.
August 20, 2026
From Alerts to Actions: Building Automated Workflows With Monitoring APIs
Monitoring alerts are most powerful when they automatically trigger actions. Here's how to build end-to-end automated workflows using AyeWatch alerts as triggers.
September 1, 2026
Monitoring GitHub Releases, RFCs, and Changelogs with AI
Developers who know about a library update or deprecation before it's tweeted have a workflow advantage. Here's how to set up GitHub release monitoring without living on GitHub.
April 27, 2026
Monitor Open-Source License Changes Before the Next HashiCorp Moment
HashiCorp's BSL switch, Redis's license change, Elasticsearch's SSPL move — all happened without meaningful warning. Here's how to monitor the licenses of tools you depend on.
April 28, 2026
How to Track Every New AI Model and LLM Release in Real Time
New AI models drop without warning and reshape the landscape overnight. Here's how to get notified the moment any new LLM, image model, or AI tool is released — before it goes viral.
June 13, 2026
CVE and Security Vulnerability Alerts: How Security Teams Monitor Threats in Real Time
New CVEs drop daily. Patches ship before anyone knows the severity. Security teams who find out first patch first. Here's how to monitor vulnerability disclosures automatically.
June 13, 2026
How to Monitor Hacker News, GitHub, and Developer Communities in Real Time
The conversations that shape developer tools, frameworks, and careers happen on HN, GitHub, and Discord before anywhere else. Here's how to monitor them without living in a browser tab.
June 13, 2026
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