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Elena Revicheva

I'm an executive-turned-AI-builder and I can talk to a CEO and a developer in the same conversation. I'm based in Panama, fully aligned with US time zones.

Location Panama city, Panama Joined Joined on  Personal website https://aideazz.xyz/portfolio github website twitter website
pgvector on Oracle Autonomous DB: 6 Months, 10k Vectors, and RAG Failure
elenarevicheva profile

pgvector on Oracle Autonomous DB: 6 Months, 10k Vectors, and RAG Failure

#ai #programming #machinelearning
Comments
6 min read
pgvector on Oracle Autonomous DB: 6 Months, 10k Vectors, and RAG Failure
elenarevicheva profile

pgvector on Oracle Autonomous DB: 6 Months, 10k Vectors, and RAG Failure

#ai #programming #machinelearning
Comments
5 min read
pgvector on Oracle Autonomous DB: 6 Months, 10k Vectors, and RAG Failure
elenarevicheva profile

pgvector on Oracle Autonomous DB: 6 Months, 10k Vectors, and RAG Failure

#ai #programming #machinelearning
Comments
6 min read
LangGraph Checkpointing: Three Rewrites to Production Stability
elenarevicheva profile

LangGraph Checkpointing: Three Rewrites to Production Stability

#ai #programming #machinelearning
Comments
8 min read
AI Startup Infrastructure: $0 Oracle, $12 Groq, $40 BrightData — Real Costs
elenarevicheva profile

AI Startup Infrastructure: $0 Oracle, $12 Groq, $40 BrightData — Real Costs

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First
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131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First

#ai #programming #machinelearning
Comments 1
7 min read
131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness

#ai #programming #machinelearning
Comments
8 min read
Automated Publishing: From GSC Gap to Live Post in 11 Minutes
elenarevicheva profile

Automated Publishing: From GSC Gap to Live Post in 11 Minutes

#ai #programming #machinelearning
Comments 1
6 min read
LangGraph Checkpointing: Three Production Rewrites to Stop Losing State
elenarevicheva profile

LangGraph Checkpointing: Three Production Rewrites to Stop Losing State

#ai #programming #machinelearning
Comments
7 min read
LangGraph Checkpointing: Three Production Rewrites Before It Clicked
elenarevicheva profile

LangGraph Checkpointing: Three Production Rewrites Before It Clicked

#ai #programming #machinelearning
Comments
6 min read
My $12,000 AI Vendor Lock-in Mistakes: A Fractional CTO's Audit
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My $12,000 AI Vendor Lock-in Mistakes: A Fractional CTO's Audit

#ai #programming #machinelearning
Comments
6 min read
Automating GSC Gap Analysis to Publishing: 15 Queries, 1 AI Pipeline
elenarevicheva profile

Automating GSC Gap Analysis to Publishing: 15 Queries, 1 AI Pipeline

#ai #programming #machinelearning
Comments
6 min read
Automating GSC Content Gaps: From Query to Published Post in 12 Minutes
elenarevicheva profile

Automating GSC Content Gaps: From Query to Published Post in 12 Minutes

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness

#ai #programming #machinelearning
Comments
7 min read
LangGraph Checkpointing: Three Rewrites to Production Stability
elenarevicheva profile

LangGraph Checkpointing: Three Rewrites to Production Stability

#ai #programming #machinelearning
Comments
8 min read
Three LangGraph Rewrites: Checkpointing Production Agents
elenarevicheva profile

Three LangGraph Rewrites: Checkpointing Production Agents

#ai #programming #machinelearning
Comments
6 min read
Why AI Can't Make Films Yet (And What It's Missing)
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Why AI Can't Make Films Yet (And What It's Missing)

#ai #programming #machinelearning
Comments
4 min read
Business Intelligence When Your Co-Founder Is AI
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Business Intelligence When Your Co-Founder Is AI

#ai #programming #machinelearning
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3 min read
Telegram: My AI Agent Ops Dashboard for 10 Live Systems
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Telegram: My AI Agent Ops Dashboard for 10 Live Systems

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness

#ai #programming #machinelearning
Comments
7 min read
Algom Alpha: B2B Leads from X, My 68% False-Positive Rate, and What a Bot Calls 'Qualified
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Algom Alpha: B2B Leads from X, My 68% False-Positive Rate, and What a Bot Calls 'Qualified

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First

#ai #programming #machinelearning
Comments
7 min read
LangGraph Checkpointing: Three Production Rewrites to Stop Losing State
elenarevicheva profile

LangGraph Checkpointing: Three Production Rewrites to Stop Losing State

#ai #programming #machinelearning
Comments
6 min read
Three LangGraph Rewrites: Checkpointing Stateful Agents in Production
elenarevicheva profile

Three LangGraph Rewrites: Checkpointing Stateful Agents in Production

#ai #programming #machinelearning
Comments
8 min read
GSC Gap Analysis: From 15 Queries to Automated Publishing
elenarevicheva profile

GSC Gap Analysis: From 15 Queries to Automated Publishing

#ai #programming #machinelearning
Comments
7 min read
Automating GSC Gap Analysis to Publishing: 15 Queries, 1 Pipeline
elenarevicheva profile

Automating GSC Gap Analysis to Publishing: 15 Queries, 1 Pipeline

#ai #programming #machinelearning
Comments
6 min read
WhatsApp Beat My Web App: EspaLuz's Two-Layer Memory Without Vector Stores
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WhatsApp Beat My Web App: EspaLuz's Two-Layer Memory Without Vector Stores

#ai #programming #machinelearning
Comments
6 min read
GSC Gap Analysis: From 15 Queries to Automated Publishing
elenarevicheva profile

GSC Gap Analysis: From 15 Queries to Automated Publishing

#ai #programming #machinelearning
1
Comments
6 min read
Automating GSC Gap Analysis to Publishing: 15 Queries, 1 Pipeline
elenarevicheva profile

Automating GSC Gap Analysis to Publishing: 15 Queries, 1 Pipeline

#ai #programming #machinelearning
Comments
6 min read
Automating Content Gaps: From GSC to Dev.to in 15 Queries
elenarevicheva profile

Automating Content Gaps: From GSC to Dev.to in 15 Queries

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First

#ai #programming #machinelearning
Comments
7 min read
Automating Content Gaps: From GSC to Dev.to in 15 Queries
elenarevicheva profile

Automating Content Gaps: From GSC to Dev.to in 15 Queries

#ai #programming #machinelearning
Comments
6 min read
15 GSC Queries: My AI Content Pipeline's Reality Check
elenarevicheva profile

15 GSC Queries: My AI Content Pipeline's Reality Check

#ai #programming #machinelearning
Comments
7 min read
131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: Why I Built My AI Agent Eval Harness First

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness
elenarevicheva profile

131 Tests, 4 Layers, $00.03/Run: My AI Agent Eval Harness

#ai #programming #machinelearning
Comments
6 min read
131 Tests, 4 Layers: Why My AI Agents Get an Eval Harness First
elenarevicheva profile

131 Tests, 4 Layers: Why My AI Agents Get an Eval Harness First

#ai #programming #machinelearning
Comments
7 min read
How I Wired Claude Fable 5 Into Make.com to Answer My Portfolio Leads - 8 Days After Launch
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How I Wired Claude Fable 5 Into Make.com to Answer My Portfolio Leads - 8 Days After Launch

#ai #automation #nocode #claude
Comments
5 min read
GSC Gap Analysis: From 15 Queries to Automated Publishing
elenarevicheva profile

GSC Gap Analysis: From 15 Queries to Automated Publishing

#ai #programming #machinelearning
Comments
6 min read
Executive Career Pivot AI Developer: What Actually Transferred (and What Cost $47k)
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Executive Career Pivot AI Developer: What Actually Transferred (and What Cost $47k)

#ai #programming #machinelearning
Comments
6 min read
Deputy CEO to Solo AI Dev: What My Executive Past Actually Built
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Deputy CEO to Solo AI Dev: What My Executive Past Actually Built

#ai #programming #machinelearning
Comments
7 min read
Deputy CEO to Solo AI Dev: What My Executive Past Actually Built
elenarevicheva profile

Deputy CEO to Solo AI Dev: What My Executive Past Actually Built

#ai #programming #machinelearning
Comments
7 min read
Deputy CEO to Solo AI Dev: What Executive Skills Actually Shipped Code
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Deputy CEO to Solo AI Dev: What Executive Skills Actually Shipped Code

#ai #programming #machinelearning
Comments
6 min read
Deputy CEO to AI Builder: What My Executive Past Actually Built
elenarevicheva profile

Deputy CEO to AI Builder: What My Executive Past Actually Built

#ai #programming #machinelearning
Comments
6 min read
AI Hiring Automation: Where I Drew the Line at Auto-Apply
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AI Hiring Automation: Where I Drew the Line at Auto-Apply

#ai #programming #machinelearning
Comments
6 min read
Deputy CEO to Solo AI Dev: What My Executive Past Actually Built
elenarevicheva profile

Deputy CEO to Solo AI Dev: What My Executive Past Actually Built

#ai #programming #machinelearning
Comments
5 min read
Automating GSC Content Gaps: From Query to Published Post in 15 Minutes
elenarevicheva profile

Automating GSC Content Gaps: From Query to Published Post in 15 Minutes

#ai #programming #machinelearning
Comments
6 min read
Generative Engine Optimization: Beyond SEO Buzzwords
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Generative Engine Optimization: Beyond SEO Buzzwords

#ai #programming #machinelearning
Comments
6 min read
What I Changed to Get AIdeazz Cited in Perplexity Answers
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What I Changed to Get AIdeazz Cited in Perplexity Answers

#ai #programming #machinelearning
Comments
8 min read
GEO Reality: How I Made AIdeazz Pages Cite in Perplexity Without Chasing Hype
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GEO Reality: How I Made AIdeazz Pages Cite in Perplexity Without Chasing Hype

#ai #programming #machinelearning
Comments
7 min read
AI Language Learning
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AI Language Learning

#ai #programming #machinelearning
Comments
4 min read
Why WhatsApp Beat My Web App for Spanish Learning (And the Memory Hack That Made It Work)
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Why WhatsApp Beat My Web App for Spanish Learning (And the Memory Hack That Made It Work)

#ai #programming #machinelearning
Comments
8 min read
How I Got AIdeazz Cited in Perplexity: GEO for Skeptical Builders
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How I Got AIdeazz Cited in Perplexity: GEO for Skeptical Builders

#ai #programming #machinelearning
Comments
8 min read
I Built a 131-Test Eval Harness Before Writing New Features. Here's the Silent Failure It Caught.
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I Built a 131-Test Eval Harness Before Writing New Features. Here's the Silent Failure It Caught.

#ai #programming #machinelearning
Comments
9 min read
Executive Career Pivot AI Developer: What Actually Transferred
elenarevicheva profile

Executive Career Pivot AI Developer: What Actually Transferred

#ai #programming #machinelearning
Comments
7 min read
Why Your AI Agents Keep Stepping on Each Others Toes
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Why Your AI Agents Keep Stepping on Each Others Toes

#ai #programming #machinelearning
Comments
4 min read
From Deputy CEO to Solo AI Builder: The 18-Month Pivot That Cost $147k and 3 Failed Agents
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From Deputy CEO to Solo AI Builder: The 18-Month Pivot That Cost $147k and 3 Failed Agents

#ai #programming #machinelearning
Comments
7 min read
Career Pivot Reality Check
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Career Pivot Reality Check

#ai #programming #machinelearning
Comments
4 min read
Executive to AI Dev
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Executive to AI Dev

#ai #programming #machinelearning
Comments
3 min read
Three LangGraph Rewrites: What Production Checkpointing Actually Taught Me
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Three LangGraph Rewrites: What Production Checkpointing Actually Taught Me

#ai #programming #machinelearning
Comments
8 min read
Three LangGraph Rewrites: What Stateful Agents Actually Cost in Production
elenarevicheva profile

Three LangGraph Rewrites: What Stateful Agents Actually Cost in Production

#ai #programming #machinelearning
2
Comments 3
8 min read
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