Gabriel

I focus on broken AI workflows, model failures, and practical fixes teams can apply quickly.

Joined on Dec 29, 2025

Education

BS in Software Engineering and Data Analytics

Work

AI Quality and Reliability Engineer

Gabriel

Feb 5

Why "Deep Research" Agents Are Replacing Manual Documentation Hunting (2026 Shift)

#airesearchassistant #deepresearchaitools #autonomousresearchagents #automatedliteraturereview

5 min read

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Gabriel

Feb 5

How I Built a Robust PDF Parser: From Manual Research to Deep Research Agents

#pythondocumentintelligence #airesearchassistant #deepresearchaitools #autonomousagentsworkflow

6 min read

Gabriel

Feb 4

how AI can include ML and DL

#dl #ai #machinelearning

1 min read

Gabriel

Feb 4

dvsdvvb bd biob

#ai #dl #machinelearning

1 min read

Gabriel

Feb 4

Test Blog

#ai #dl #machinelearning

1 min read

Gabriel

Feb 4

Why AI Generated Images Have Weird Artifacts (And The Workflow to Fix Them)

#aiimagegenerator #aitextremover #removetextfromphotos #generativeaiart

6 min read

Gabriel

Feb 4

The Typography Stress Test: Why We Finally Ditched Single-Model Workflows

#imagen4ultragenerate #bestaifortypography #ideogramv2aturbo #aiimagemodels2025

6 min read

Gabriel

Jan 29

Top Advanced AI Research Assistants for Deep Research & Analysis (2026 Guide)

#autonomousresearchagents #deepresearchtools #automatedliteraturereview #airesearchassistant

6 min read

Gabriel

Jan 29

I spent 40 hours debugging Image Models so you don't have to (2026 Benchmarks)

#nanobananapronew #aigameassetgeneration #nanobananaaimodel #imagen4fastgenerate

7 min read

Gabriel

Jan 23

When Models Stop Being Black Boxes: A Hands-on Dive into Modern AI

#claudesonnet4 #gpt5interpretability #gemini25pro #llminterpretability

6 min read

Gabriel

Jan 8

When a refactor bot renames things unevenly: inconsistent variable naming across files

#codequality #llm #tooling #typescript

3 min read

Gabriel

Jan 7

When code suggestions keep using deprecated Pandas APIs: a practical postmortem

#codequality #datascience #llm #python

3 min read

Gabriel

Jan 7

When autocomplete suggests deprecated Pandas APIs — a debugging postmortem

#api #datascience #llm #python

3 min read

Gabriel

Jan 6

When code generation suggests deprecated Pandas APIs — a case study

#api #codequality #llm #python

3 min read

Gabriel

Jan 6

When code-gen suggests deprecated Pandas APIs: a case study in subtle breakage

#codequality #dataengineering #llm #python

3 min read

Gabriel

Jan 1

When code-gen suggests deprecated Pandas APIs — a subtle drift that broke a pipeline

#dataengineering #devops #python #ai

3 min read

Gabriel

Jan 1

When AI-generated unit tests pass but the code still fails in production

#ai #codequality #testing

3 min read

Gabriel

Jan 1

When code generation suggests deprecated Pandas APIs and CI stays silent

#codequality #cicd #python #ai

3 min read

Gabriel

Dec 31 '25

When a Model Renames Things Differently in Each File: Lessons from a Multi‑File Refactor

#ai #codequality #softwareengineering

3 min read

Gabriel

Dec 31 '25

When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

#codequality #dataengineering #llm #python

3 min read

Gabriel

Dec 31 '25

When an AI Refactor Renames the Wrong Things: A Tale of Inconsistent Function Naming

3 min read

Gabriel

Dec 30 '25

When long chats change the model (and your build breaks)

#discuss #codequality #llm #promptengineering

3 min read

Gabriel

Dec 30 '25

When long chats go wrong

#llm #promptengineering #softwaredevelopment

3 min read

DEV Community

Gabriel

Badges

Writing Debut

Currently learning

Why "Deep Research" Agents Are Replacing Manual Documentation Hunting (2026 Shift)

Want to connect with Gabriel?

How I Built a Robust PDF Parser: From Manual Research to Deep Research Agents

how AI can include ML and DL

dvsdvvb bd biob

Test Blog

Why AI Generated Images Have Weird Artifacts (And The Workflow to Fix Them)

The Typography Stress Test: Why We Finally Ditched Single-Model Workflows

Top Advanced AI Research Assistants for Deep Research & Analysis (2026 Guide)

I spent 40 hours debugging Image Models so you don't have to (2026 Benchmarks)

When Models Stop Being Black Boxes: A Hands-on Dive into Modern AI

When a refactor bot renames things unevenly: inconsistent variable naming across files

When code suggestions keep using deprecated Pandas APIs: a practical postmortem

When autocomplete suggests deprecated Pandas APIs — a debugging postmortem

When code generation suggests deprecated Pandas APIs — a case study

When code-gen suggests deprecated Pandas APIs: a case study in subtle breakage

When code-gen suggests deprecated Pandas APIs — a subtle drift that broke a pipeline

When AI-generated unit tests pass but the code still fails in production

When code generation suggests deprecated Pandas APIs and CI stays silent

When a Model Renames Things Differently in Each File: Lessons from a Multi‑File Refactor

When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

When an AI Refactor Renames the Wrong Things: A Tale of Inconsistent Function Naming

When long chats change the model (and your build breaks)

When long chats go wrong