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Prompt Optimizer
Paste any prompt and get a production-grade, structured version with clear role definition, context framing, and output specifications.
- Turn vague instructions into precise prompts
- Add role, context, and output format
- Optimize for GPT-4, Claude, or Gemini
Free
AI Resume Scorer
Paste a job description and resume to get an instant compatibility score, gap analysis, and tailored improvement suggestions powered by AI.
- ATS compatibility check
- Keyword gap analysis
- Personalized improvement suggestions
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Workflow Diagram Builder
Describe your automation idea in plain English and instantly get a structured workflow diagram with steps, decision nodes, and tool suggestions.
- Visualize automation workflows
- Plan n8n or Make.com flows
- Share workflow diagrams with your team
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Ultimate Prompt Engineering Pack
50+ battle-tested prompts for ChatGPT, Claude & Gemini across coding, writing, analysis, and business workflows. Curated from real-world enterprise projects.
- ✦ Code Review Prompt (enterprise grade)
- ✦ RAG System Design Prompt
- ✦ Context Engineering Template
- ✦ AI Agent Orchestration Prompt
AI Workflow Automation Templates
10 plug-and-play workflow templates for automating repetitive tasks — email triage, content repurposing, lead qualification, and more.
- ✦ Email Triage Automation
- ✦ Content Repurposing Pipeline
- ✦ Lead Qualification Workflow
- ✦ Meeting Notes → Action Items
Context Engineering: The Complete Guide
Master the art of structuring context for LLMs. Covers context windows, chunking strategies, retrieval patterns, and prompt injection defense — based on real RAG systems.
- ✦ What is Context Engineering
- ✦ Context Window Optimization
- ✦ Chunking Strategies (BM25 + FAISS)
- ✦ Retrieval Pattern Design
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From the Blog
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Technical breakdowns, architecture stories, and AI system design. Written for builders.
Context Engineering vs Prompt Engineering: What's the Difference?
Everyone talks about prompt engineering. But the teams winning in production are doing context engineering. Here's exactly what that means and why it matters.
How I Went From #256 to Top 3 in HackRx 6.0 (40,000 Participants)
The exact decisions, pivots, and technical moves that took my Enterprise RAG system from a mid-table entry to a top-3 finalist. A full breakdown.
AI Workflows vs AI Agents: When to Use Which
Workflows are predictable. Agents are adaptive. Building the wrong one for your problem is an expensive mistake. Here's the framework I use to decide.
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