Devaland

Python and AI engineer. Production systems for publishers, public institutions and companies: document and OCR pipelines, agents, verification. Founder of Devaland: Deal OS, DroneWatch AI, PawnMeter.

Deva, Transylvania, Romania Joined on Dec 18, 2024 office@devaland.com https://devaland.com/ai-development

Education

Military Technical Academy, Bucharest, Romania

Pronouns

he/him

Work

Founder at Devaland

Devaland

Oct 9

The Manual Steps in Academic Publishing That Should Not Still Be Manual

#python #automation #latex #productivity

5 min read

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Devaland

Oct 8

The Brevo Supply-Chain Attack: What to Check if Your Site Embeds Brevo

#security #wordpress #webdev #javascript

4 min read

Devaland

Oct 7

We Tested Our Own AI Safety Checks. They Caught Nothing.

#ai #llm #testing #opensource

5 min read

Devaland

Oct 6

Microsoft Publisher Is Retiring. We Converted 25 Real .pub Files to See What Survives

#productivity #opensource #pdf #microsoft

4 min read

Devaland

Oct 5

Actively exploited this week: 6 new CISA KEV entries (28 September to 4 October 2026)

#security #cybersecurity #devops #infosec

3 min read

Devaland

Oct 4

Four Controls That Turn an AI Agent From a Demo Into a System

#ai #agents #security #llm

3 min read

Hacktoberfest: Contribution Chronicles

Devaland

Oct 2

I told a friend a number was not in her document. It was on page 6, sideways.

#devchallenge #weekendchallenge #hf26challenge #hacktoberfest

7 min read

Devaland

Oct 1

My Staleness Checker Flagged Sixteen Tasks. I Acted on Four of Them Anyway.

#ai #llm #programming #testing

4 min read

Devaland

Sep 28

A Rule You Can Recite Is Not a Rule That Runs

#programming #devops #ai #testing

3 min read

Devaland

Sep 27

NIS2 in Romania: how registration with DNSC works, step by step

#security #compliance #devops #europe

3 min read

Devaland

Sep 27

ClickFix, explained with a Romanian fairy tale: the attack where you run the malware yourself

#security #cybersecurity #windows #beginners

2 min read

Devaland

Sep 27

10 vulnerabilities attackers are exploiting right now: what to patch this week (21 to 25 September 2026)

#security #cybersecurity #devops #webdev

3 min read

Kaggle Benchmarking Challenge Submission

Devaland

Sep 25

The page with the answer was missing. Half the models added up a total the document never states.

#kagglechallenge #devchallenge #ai #machinelearning

6 min read

Devaland

Sep 24

We Tested Jev on 277 Real Public Tenders. Here Is What a Decision Model Can and Cannot See.

#ai #python #machinelearning #testing

5 min read

Devaland

Sep 22

A Deleted Key Is Still in Your Git History: What the Gemini Incident Means for Public Repos

#security #git #github #devops

5 min read

Devaland

Aug 10

AI Automation for Multi-Entity Founders

#ai #automation #machinelearning #productivity

5 min read

Devaland

Aug 6

Custom AI Development for Founders

#ai #machinelearning #startup #programming

6 min read

Devaland

Aug 4

My AI Feature Was Dead for a Day. The Metric Said It Was Working.

#ai #llm #observability #programming

4 min read

Devaland

Aug 4

Why a Scan Is Not a Document

#ai #ocr #machinelearning #datascience

5 min read

Devaland

Aug 4

What 70 Scientific Books Taught Me About Why AI Misreads a PDF

#ai #pdf #machinelearning #programming

5 min read

Devaland

Aug 3

Intelligent Document Processing: A Practical Guide

#ai #machinelearning #python #automation

5 min read

Devaland

Jul 30

A Driver's License Question Beat Every Real One: Why Retrieval Scores Cannot Gate a RAG System

#ai #rag #llm #machinelearning

7 min read

Devaland

Jul 27

AI on the Data, Human on the Judgment: Where AI Belongs in Diligence

#ai #llm #machinelearning #automation

3 min read

Devaland

Jul 23

The Verification Gap: Why Translated Summaries Misprice Cross-Border European Deals

#ai #llm #machinelearning #startup

4 min read

Devaland

Jul 20

The three bugs my AI agent caught before a single customer saw them

#bugsmash #devchallenge #ai #webdev

2 min read

Devaland

Jul 20

Best Due Diligence Software for Acquisitions (2026)

#ai #startup #saas #productivity

8 min read

Summer Bug Smash: Clear the Lineup 🐛🛹

Devaland

Jul 18

Fix: WebP og:images silently break Medium imports and social previews

#bugsmash #devchallenge #webdev #seo

2 min read

Devaland

Jul 18

Sequenzy Review: I Rebuilt My Cart-Recovery Emails Through the API

#ai #llm #startup #programming

4 min read

Devaland

Jul 16

Claude's Private Equity Plugin vs a Turnkey Diligence Tool (2026)

#ai #claude #machinelearning #startup

6 min read

Devaland

Jul 13

AI CIM Analysis Tools Compared (2026)

#ai #machinelearning #startup #productivity

3 min read

Devaland

Jul 13

Claude vs ChatGPT for Due Diligence (2026)

#ai #claude #chatgpt #machinelearning

4 min read

Devaland

Jul 9

Best Due Diligence Software for Search Funds (and the VDR Alternative)

#ai #startup #saas #productivity

4 min read

Devaland

Jul 6

AI Due Diligence vs Hiring an Analyst: Cost, Speed & Accuracy

#ai #machinelearning #startup #productivity

6 min read

Devaland

Jul 2

What Due Diligence Automation Actually Catches (And What It Can't)

#ai #machinelearning #automation #startup

6 min read

Devaland

Jul 1

Anthropic Paused Its Most Capable Model, Then Made the Case for Verifying AI

#ai #claude #machinelearning #llm

6 min read

Devaland

Jun 30

Can You Trust AI for Due Diligence? An Honest Answer

#ai #machinelearning #claude #startup

4 min read

Devaland

Jun 30

How to Use Claude for Due Diligence (Without Trusting a Word It Says)

#claude #ai #machinelearning #productivity

4 min read

Devaland

Jun 20

20 Claude agents for M&A diligence, built on one rule: cite the source or cut the claim

#ai #claude #opensource #llm

6 min read

1 Week Community Wellness Streak

Hacktoberfest 2026 Challenge Completion

Summer Bug Smash Completion Badge

Writing Debut

One Year Club

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