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This is the official tag for submissions and announcements related to DEV Challenges.

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ScopeLock: open-weight AI that turns freelance scope creep into paid change orders

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

ScopeLock: open-weight AI that turns freelance scope creep into paid change orders

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3 min read
LocalLedger AI: A Private, Local-First Bookkeeper for Freelancers

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

LocalLedger AI: A Private, Local-First Bookkeeper for Freelancers

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3 min read
TouchGrass-AI : Turning Open-Source AI into Real-World Adventures #hacktoberfest2026

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

TouchGrass-AI : Turning Open-Source AI into Real-World Adventures #hacktoberfest2026

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4 min read
Athena: Building a Local-First AI Change Intelligence & Release Engine

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Athena: Building a Local-First AI Change Intelligence & Release Engine

5
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6 min read
ContextBridge — Switch AI Models Without Losing Your Context

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

ContextBridge — Switch AI Models Without Losing Your Context

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2 min read
I Built an Offline “Sales Analyst” for Small Shops with Ollama and DuckDB

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

I Built an Offline “Sales Analyst” for Small Shops with Ollama and DuckDB

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2 min read
InvoiceMate Local: A Private Invoice Assistant Powered by Open-Weight AI

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

InvoiceMate Local: A Private Invoice Assistant Powered by Open-Weight AI

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5 min read
A $1.35 fine-tune taught an open 4B model that CRA is ARC in French. It still writes NIS for SIN.

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

A $1.35 fine-tune taught an open 4B model that CRA is ARC in French. It still writes NIS for SIN.

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7 min read
FlipPrice: snap a photo, get a price you can actually sell at

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

FlipPrice: snap a photo, get a price you can actually sell at

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4 min read
A cheapest-day fare calendar for travel agents: Gemma 4 reads the supplier APIs, Chronos fills the gaps

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

A cheapest-day fare calendar for travel agents: Gemma 4 reads the supplier APIs, Chronos fills the gaps

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7 min read
Munim: a bill diary that tells kirana owners when a supplier quietly raised the price

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Munim: a bill diary that tells kirana owners when a supplier quietly raised the price

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5 min read
ScopeGuard AI: An Open-Weight AI Assistant That Helps Freelancers Protect Their Scope of Work

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

ScopeGuard AI: An Open-Weight AI Assistant That Helps Freelancers Protect Their Scope of Work

1
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7 min read
MilestoneProof: Verifying Subcontractor Deliverables Against SOW Acceptance Criteria with Open-Weight AI

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

MilestoneProof: Verifying Subcontractor Deliverables Against SOW Acceptance Criteria with Open-Weight AI

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4 min read
🚀 Side Hustle: What If Open-Source AI Could Turn Small Ideas Into Real Opportunities?

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

🚀 Side Hustle: What If Open-Source AI Could Turn Small Ideas Into Real Opportunities?

5
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4 min read
MenuMaestro: A Local-First Menu Translator for Restaurant Owners — Built on Gemma 3

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

MenuMaestro: A Local-First Menu Translator for Restaurant Owners — Built on Gemma 3

Comments
5 min read
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