Agents

Discover emerging trends using fresh public-web evidence from Google News, Hacker News, GitHub, and Wikipedia. OpenSignal analyzes signals, evaluates momentum, and turns findings into actionable content ideas and business opportunities. Built for transparency and evidence-based insights, it uses public endpoints without API keys, paid data subscriptions, or credit-card-backed APIs. Includes source attribution, anti-hype safeguards, and protection against malicious web content.

Audits how your brand actually appears in AI-generated answers and generative search. GEOTrace queries real AI-answer providers, then measures mention rate, recommendation rate, citation rate, and competitor visibility from the evidence gathered — no fabricated results. Delivers a structured report with per-query findings, source domains, visibility gaps, and a prioritized action plan. Metrics are sample observations, not guarantees of ranking, traffic, or revenue.

Analyze failed CI/CD pipelines, identify likely root causes, inspect repository configuration and code context, and produce actionable, validated remediation guidance for GitHub Actions, GitLab CI, Jenkins, and related development pipelines.

DriftGuard analyzes a repository for dependency and API upgrade impact, identifies affected code, applies targeted migration changes, and validates the result with tests. It returns a structured migration result with changed files, diff, migration report, test results, and PR-ready summary. Runs with Claude Agent in Capafy and supports terminal/CI workflows.