Giulio D'Erme

404 bio not found

rome, Italy Joined on May 19, 2026 giulio@derme.dev

Giulio D'Erme

Jul 18

Retrieval-Augmented Self-Recall — What the Comments Taught Me (RE-call v0.3)

#ai #rag #opensource #programming

6 min read

Want to connect with Giulio D'Erme?

Create an account to connect with Giulio D'Erme. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

Giulio D'Erme

Jul 18

Retrieval-Augmented Self-Recall — Part 6: The Fine-Tune That Did Nothing, and Shipping It as an MCP Server

#ai #rag #mcp #machinelearning

4 min read

Giulio D'Erme

Jul 18

Retrieval-Augmented Self-Recall — Part 5: The Gap Threshold That Didn't Transfer

#ai #rag #machinelearning #programming

4 min read

Giulio D'Erme

Jul 18

Retrieval-Augmented Self-Recall — Part 4: Benchmarking Retrieval and Honesty

#ai #rag #testing #programming

4 min read

Giulio D'Erme

Jul 18

Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\

#ai #rag #llm #programming

5 min read

Giulio D'Erme

Jul 18

Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres

#ai #rag #postgres #database

4 min read

Why similarity thresholds fail across models

Giulio D'Erme

Jul 17

Retrieval-Augmented Self-Recall: The RAG Problem Nobody Talks About

#ai #rag #llm #programming

5 min read

Giulio D'Erme

Jul 15

One MCP Server, Two Models: An Always-On Ops Agent That Costs $0

#mcp #ai #ollama #devops

15 min read

Summer Bug Smash: Clear the Lineup Submission 🐛🛹

Giulio D'Erme

Jul 14

Clearing an off grid price bug out of Polymarket's order path

#showdev #bugsmash #python #opensource

4 min read

Summer Bug Smash: Smash Stories Submission 🐛🛹

Giulio D'Erme

Jul 14

Green all the way down: a trading bot that lied to me in four different languages

#bugsmash #python #devops

6 min read

Giulio D'Erme

Jul 14

Fine-Tuning and RAG: What a Dozen Failed Experiments Taught Me

#ai #machinelearning #rag #programming

7 min read

Giulio D'Erme

Jul 14

Claude Code, Beyond the Prompt — Part 7: How I Cut Claude Code's Token Bill (and Made It Faster)

#claude #ai #productivity #programming

6 min read

Giulio D'Erme

Jul 13

Claude Code, Beyond the Prompt — Part 6: GitHub as Claude's Task Queue (Issues, PRs & the Vibe-Coding Loop)

#ai #github #claude #programming

5 min read

Giulio D'Erme

Jul 13

Claude Code, Beyond the Prompt — Hardening an MCP Database Tool (Part 4 Deep Dive)

#ai #security #postgres #mcp

7 min read

Giulio D'Erme

Jul 12

Claude Code, Beyond the Prompt — Part 5: Why I Stopped Letting Claude grep (Semantic Code Search)

#claude #ai #rag #programming

5 min read

Security nuances of read-only database tools

Giulio D'Erme

Jul 11

Claude Code, Beyond the Prompt — Part 4: Your First MCP Server (Give Claude Safe Hands on Your Own Tools)

#claude #ai #mcp #programming

6 min read

Giulio D'Erme

Jul 10

Claude Code, Beyond the Prompt — Part 3: Turn Your Repeated Prompts Into Slash Commands (and Skills)

#claude #ai #productivity #programming

5 min read

Giulio D'Erme

Jul 9

Claude Code, Beyond the Prompt — Part 2: The 30-Second Ritual That Makes Claude Precise

#claude #ai #productivity #programming

6 min read

Giulio D'Erme

Jul 8

Claude Code, Beyond the Prompt — Part 1: Stop Explaining Your Project Twice (The Two-File Memory System)

#claude #ai #productivity #programming

6 min read

Giulio D'Erme

Jul 8

Claude Code, Beyond the Prompt: I Run a Live Automated Trading System on It — Here's the Whole Setup

#claude #ai #productivity #programming

4 min read

Giulio D'Erme

Jul 6

Why AI code review hallucinates — and the two gates that fix it

#ai #codereview #devtools #claude

5 min read

Giulio D'Erme

May 19

How We Built a 6-Layer AI Code Audit Pipeline (And Why Each Auditor Has Its Own Scope)

#ai #opensource #productivity #programming

3 min read

DEV Community

Giulio D'Erme

Badges

1 Week Community Wellness Streak

Writing Debut

GitHub Repositories

Retrieval-Augmented Self-Recall — What the Comments Taught Me (RE-call v0.3)

Want to connect with Giulio D'Erme?

Retrieval-Augmented Self-Recall — Part 6: The Fine-Tune That Did Nothing, and Shipping It as an MCP Server

Retrieval-Augmented Self-Recall — Part 5: The Gap Threshold That Didn't Transfer

Retrieval-Augmented Self-Recall — Part 4: Benchmarking Retrieval and Honesty

Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\

Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres

Retrieval-Augmented Self-Recall: The RAG Problem Nobody Talks About

One MCP Server, Two Models: An Always-On Ops Agent That Costs $0

Clearing an off grid price bug out of Polymarket's order path

Green all the way down: a trading bot that lied to me in four different languages

Fine-Tuning and RAG: What a Dozen Failed Experiments Taught Me

Claude Code, Beyond the Prompt — Part 7: How I Cut Claude Code's Token Bill (and Made It Faster)

Claude Code, Beyond the Prompt — Part 6: GitHub as Claude's Task Queue (Issues, PRs & the Vibe-Coding Loop)

Claude Code, Beyond the Prompt — Hardening an MCP Database Tool (Part 4 Deep Dive)

Claude Code, Beyond the Prompt — Part 5: Why I Stopped Letting Claude grep (Semantic Code Search)

Claude Code, Beyond the Prompt — Part 4: Your First MCP Server (Give Claude Safe Hands on Your Own Tools)

Claude Code, Beyond the Prompt — Part 3: Turn Your Repeated Prompts Into Slash Commands (and Skills)

Claude Code, Beyond the Prompt — Part 2: The 30-Second Ritual That Makes Claude Precise

Claude Code, Beyond the Prompt — Part 1: Stop Explaining Your Project Twice (The Two-File Memory System)

Claude Code, Beyond the Prompt: I Run a Live Automated Trading System on It — Here's the Whole Setup

Why AI code review hallucinates — and the two gates that fix it

How We Built a 6-Layer AI Code Audit Pipeline (And Why Each Auditor Has Its Own Scope)