# Satlyx

Satlyx (Satlyx Pvt Ltd, also called Satlyx AI) is an AI agent marketplace and Intelligence publishing platform.

Primary URL: https://www.satlyx.com
Search URL: https://www.satlyx.com/search
Sitemap: https://www.satlyx.com/sitemap.xml
RSS: https://www.satlyx.com/feed.xml

## Public Content Scope

This file is a concise map of approved public Satlyx pages. It is not a ranking signal, sitemap replacement, robots.txt replacement, or training-data license. Private, account, admin, API, draft, preview, and pending-review pages are outside the public content scope.

## Important Public Pages

- https://www.satlyx.com/
- https://www.satlyx.com/agents
- https://www.satlyx.com/tools
- https://www.satlyx.com/intelligence
- https://www.satlyx.com/intelligence/prompts
- https://www.satlyx.com/search
- https://www.satlyx.com/topics
- https://www.satlyx.com/prompt-forge
- https://www.satlyx.com/creator-programme
- https://www.satlyx.com/contact#submit-article

## Featured AI Agents and Tools

- HealthBot: https://www.satlyx.com/agent/healthbot - Your AI Health Companion
- WealthWise: https://www.satlyx.com/agent/wealthwise - Smart Money, Simplified
- StudyMate: https://www.satlyx.com/agent/studymate - Learn Anything, Your Way
- ReviewRadar: https://www.satlyx.com/agent/reviewradar - Honest Reviews, Instant Insights
- MindReader: https://www.satlyx.com/agent/mindreader - Decode Any Conversation
- BankBuddy: https://www.satlyx.com/agent/bankbuddy - Banking Made Simple
- PolicyPilot: https://www.satlyx.com/agent/policypilot - Insurance, Demystified
- LegalLens: https://www.satlyx.com/agent/legallens - Law Made Accessible
- TradeMate: https://www.satlyx.com/agent/trademate - Built for Tradespeople
- OpsGenie: https://www.satlyx.com/agent/opsgenie - Run Your Small Business Smarter
- FamilyOrbit: https://www.satlyx.com/agent/familyorbit - Your Family Command Center
- ElderEase: https://www.satlyx.com/agent/elderease - Gentle Help for Seniors
- KidSpark: https://www.satlyx.com/agent/kidspark - Learning is Fun!
- ParentPal: https://www.satlyx.com/agent/parentpal - Parenting Made Easier
- HomePilot: https://www.satlyx.com/agent/homepilot - Your Home, On Autopilot
- LocalFix: https://www.satlyx.com/agent/localfix - Get Fair Service, Every Time
- EasyTech: https://www.satlyx.com/agent/easytech - Tech Help, Step by Step
- CivicMate: https://www.satlyx.com/agent/civicmate - Government Paperwork, Simplified
- Grammar Checker: https://www.satlyx.com/agent/grammar-checker - Polish Your Writing Instantly
- PDF Summarizer: https://www.satlyx.com/agent/pdf-summarizer - Summarize Any Document Fast

## Featured Satlyx Intelligence Articles

- GPT-Live: How Real-Time Voice AI Changes Products, Agents and Everyday Computing: https://www.satlyx.com/intelligence/gpt-live-real-time-voice-ai-guide - Voice stops being a transcription trick and becomes a continuous interface — with latency clocks, barge-in, tool safety, and privacy that still decide whether it ships.
- The Frontier Model Race Has Changed: How to Choose an AI Model by Completed Work, Not Benchmarks: https://www.satlyx.com/intelligence/frontier-ai-models-cost-per-completed-task-2026 - Stop asking which model is smartest. Measure which policy completes your workflows reliably inside cost and latency limits — with human review counted in the unit economics.
- The Practical Guide to MCP and Connected AI: https://www.satlyx.com/intelligence/model-context-protocol-mcp-practical-guide - A hands-on MCP lab covering hosts, clients, servers, tool schemas, auth, tenant isolation, prompt injection, retries, audit logs, tests, and when a normal API is the better choice.
- Software 3.0: What Andrej Karpathy’s Idea Means for Builders: https://www.satlyx.com/intelligence/software-3-0-karpathy-practical-guide - A builder’s research synthesis of Software 3.0: LLM-as-OS, prompts as programs, partial autonomy, verification loops, infrastructure for agents, and when Software 1.0 must stay in charge.
- Vibe Coding vs Agentic Engineering: How to Build Fast Without Creating a Mess: https://www.satlyx.com/intelligence/vibe-coding-vs-agentic-engineering - A risk decision guide: when vibe coding is healthy exploration, when it becomes tech debt, and which agentic engineering controls unlock speed without silent damage.
- Andrew Ng’s Four Agentic Design Patterns, Explained With Practical Examples: https://www.satlyx.com/intelligence/andrew-ng-agentic-design-patterns - A pattern selector for reflection, tool use, planning, and multi-agent collaboration — with concrete workflows, cost traps, and the lightest pattern that usually works.
- Context Engineering: Give AI the Right Information Without Sending Everything: https://www.satlyx.com/intelligence/context-engineering-practical-guide - A context-budget playbook for system instructions, tools, history, retrieval, and output headroom — so long windows do not become expensive noise.
- GPT-5.6 Sol, Terra and Luna: Which Model Should You Use?: https://www.satlyx.com/intelligence/gpt-5-6-sol-terra-luna-model-guide - A capability-tier routing guide for GPT-5.6 Sol, Terra, and Luna: start small, escalate on failed evals, and measure cost per successful task.
- Claude Fable 5: Practical Guide to Long-Horizon Reasoning and Agent Work: https://www.satlyx.com/intelligence/claude-fable-5-practical-guide - A migration playbook for Claude Fable 5 and long-horizon agent work: identifiers, effort, caching, context, evals, cost, and rollback — not automatic uplift.
- GPT-5.6 vs Claude Fable 5: How to Compare Models Without Falling for Benchmarks: https://www.satlyx.com/intelligence/gpt-5-6-vs-claude-fable-5-comparison - A reproducible comparison worksheet for GPT-5.6-family models and Claude Fable 5: same tasks, same rubric, repeated runs, and no universal champion.
- What Is an AI Agent? A Practical Guide Beyond the Hype: https://www.satlyx.com/intelligence/what-is-an-ai-agent-practical-guide - An architecture guide to AI agents: model, instructions, tools, state, permissions, read/write risk, approvals, failure modes, and how to evaluate before you rely on one.
- Computer-Using AI Agents: What They Can Do and Where They Still Fail: https://www.satlyx.com/intelligence/computer-using-ai-agents-risks-reliability - Computer-using agents can click and type through interfaces built for humans. That usefulness comes with UI ambiguity, injection risk, and a hard requirement for confirmations.
- How to Build AI Agents That Use Fewer Tokens, Tools and Retries: https://www.satlyx.com/intelligence/efficient-ai-agents-fewer-tokens-tools-retries - Cut agent waste without cutting quality: clear contracts, narrow tools, early validation, stopping criteria, retry budgets, and measurable tool/token discipline.
- Prompt Caching Explained: When It Saves Money and When It Does Not: https://www.satlyx.com/intelligence/prompt-caching-cost-savings-guide - When prompt caching saves money — and when unique prompts, tiny prefixes, or low hit rates make caching a distraction from better retrieval and routing.
- Why Source-Grounded AI Answers Matter: https://www.satlyx.com/intelligence/source-grounded-ai-answers-citations-trust - Citations are not decoration. A trust playbook for provenance, claim-level evidence, conflicts, freshness, and saying “source needed” out loud.
- Building Long-Running Agents With Permissions, Progress and Human Control: https://www.satlyx.com/intelligence/long-running-ai-agents-permissions-progress-control - Long-running agents need more than a bigger context window: scoped permissions, visible progress, spend caps, confirmations, and a kill switch humans can trust.
- How Creators Can Turn Their Expertise Into an AI Product: https://www.satlyx.com/intelligence/creators-turn-expertise-into-ai-products - A field playbook for creators: mine repeated questions, package source material, set hard boundaries, publish explainers, then ship one bounded workflow — not a personality bot.
- Designing Voice-First AI for Parents and Older Adults: https://www.satlyx.com/intelligence/voice-first-ai-for-parents-older-adults - A human-centered design guide for family voice AI: slow clarity, confirm-before-act, privacy defaults, accessible audio UX, and never pretending to be a doctor or banker.
- Harness Engineering: Why the Loop Beats the Model: https://www.satlyx.com/intelligence/harness-engineering-agent-loops - A careful synthesis of OpenAI’s harness-engineering case study: the model is not the product — the environment, feedback loops, and verification system are.
- Managed Memory for Long-Running Agents: https://www.satlyx.com/intelligence/agent-memory-production - Separate chat history, compaction, and durable memory. Build on Anthropic’s client-side memory tool and OpenAI’s memory/compaction patterns without treating memories as ground truth.
- SKILL.md and the Rise of Production Agent Skills: https://www.satlyx.com/intelligence/anthropic-skills-agent-design - Agent Skills package procedural expertise as folders — not one-off prompts. Learn progressive disclosure, SKILL.md metadata, eval-first authoring, and skills security from Anthropic’s engineering primary source.
- What Builder.io's Quality Review Agent Teaches Us About Verifiers: https://www.satlyx.com/intelligence/verifier-agents-builder-quality-review - Generator agents write. Verifier agents check. A careful read of Builder.io’s April 2026 Quality Review Agent and a Satlyx checklist for dual-path verification without cargo-culting their product.
- How Banks Can Deploy AI Agents in 30 Days: https://www.satlyx.com/intelligence/how-banks-deploy-ai-agents - Ship a narrow, read-heavy banking agent in weeks — with inventories, approved knowledge, human review, and escalation — not fabricated “trillion-dollar” ROI claims.
- 93% of Insurers Don't Use AI — Here's Their Playbook: https://www.satlyx.com/intelligence/insurers-ai-playbook - Keep the five-agent ladder; delete the unverifiable “93% don’t use AI” headline claim. Build insurance agents from explainers up — never autonomous claim denial.
- Building Your First Agent: A Non-Technical Guide: https://www.satlyx.com/intelligence/build-first-agent - If you can write a clear job description, you can specify an agent. This field guide covers role, rules, knowledge, tests, and when not to automate.
- Prompt Chaining: Advanced Techniques: https://www.satlyx.com/intelligence/prompt-chaining - When one prompt collapses under complexity, chain specialized steps with explicit contracts between stages — and verify before you trust the final synthesis.
- AI Agents for Legal: The 79% Opportunity: https://www.satlyx.com/intelligence/legal-ai-opportunity - Keep legal judgment with lawyers. Use AI for process assist under ABA Formal Opinion 512 duties — and stop repeating unverified adoption percentages.
- Healthcare AI: Closing the Rural Gap: https://www.satlyx.com/intelligence/healthcare-ai-rural - Design low-bandwidth assistive health agents that expand access without claiming diagnosis — and without inventing rural “44% gap” statistics.
- Trade Workers + AI = 192% ROI: https://www.satlyx.com/intelligence/trade-workers-ai-roi - Use AI to reduce admin load for trades — quotes, reminders, message drafts — and measure ROI with your own hours and margins. Do not treat “192%” as a proven Satlyx result.
- Free AI Models Compared: Llama vs Mistral vs Gemma: https://www.satlyx.com/intelligence/free-ai-models-compared - Open models are useful when you score them against your constraints — license, hardware, latency, eval set — not against a forever leaderboard.

## Publishing Policy

Community and creator content should be treated as public only after it is approved and published by Satlyx. Pending, draft, rejected, archived, and private content should not be indexed or cited.