This agent helps Python teams using the Anthropic or OpenAI SDK safely cut LLM spend without risking regressions. With zero code changes, it maps call sites and runs your test scenarios to rank token waste from missed prompt caching or heavy model tiers. It tests fixes in isolated git worktrees, enforcing a strict "do-no-harm" gate that reverts any patch failing to preserve behavior. It delivers a clear savings audit that converts into verified, behavior-preserving code patches upon opt-in.
Find out if ChatGPT, Gemini, Perplexity & Google AI recommend your brand — or send buyers to your competitors. From one URL: the questions where you're invisible, competitor Share-of-Voice, a 0–100 GEO score, per-page citation-readiness, and a 30/60/90-day fix plan. A client-ready report for agencies and marketers, built on the TriloAI GEO methodology. (Directional audit via your agent + web search; verified 4-platform tracking at geotriloai.com.)
Built from hands-on work optimizing production Astro sites across static, hybrid, and SSR output modes. Covers the full performance stack: native image optimization with the Astro Image component, View Transitions API integration, prefetch strategies, Dev Toolbar audit workflows, accessibility fixes aligned to WCAG, and Core Web Vitals improvements. Grounded in Astro 3/4/5/6+ internals and real optimization cycles — not generic web performance advice.
Name any conflict, market, or macro event. Get a structured intelligence brief with scenarios, market impact, and a Confidence Score.
Evidence-aware Google Maps and local SEO plans for small businesses: audit, keywords, GBP fixes, conversion copy, and a 7/30-day calendar.
Generative-engine-optimization grounded in current GEO research: answer-first rewrites, entity & schema, citable phrasing, Reddit/community strategy and a 30-day AI-visibility plan.
Open-source CLI (MIT, 2k+ GitHub stars, Hacker News front page). Turn any video URL or local file into scene-aware keyframes plus a timestamped, speaker-labeled transcript your LLM can actually read. - Runs 100% on your machine, nothing is uploaded - Works with Claude, ChatGPT, Gemini or local models - URL videos reuse the platform's own captions, Whisper otherwise New in 0.10.5: Apple Silicon GPU transcription, about 6x faster on M-series Macs, same no-fake-captions gate.
Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.
Academic sanity-check with interactive HTML dashboard. Detects look-ahead bias, over-parameterization, and benchmarks against 10 canonical blueprints via animated SVG gauges and color-coded KPI cards. Parses natural language, code, or CSV uploads. Output auto-adapts (EN/ZH-TW/ZH-CN). Built on De Prado (2018). For students and strategy developers. Not financial advice.