Mervin

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Dublin Joined on May 1, 2026 https://mentor.work

GitHub “Finish-Up-A-Thon” Challenge Submission

Mervin

May 27

How I Revived My Abandoned AI Content Engine Using GitHub Copilot

#devchallenge #githubchallenge

3 min read

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Mervin

May 26

How I Built Semantic Discussion Clustering Without Embeddings (and Why It Was Good Enough)

#showdev #machinelearning #nlp #sideprojects

2 min read

Mervin

May 21

How I Cut My LLM Costs by 90% Without Changing My App Logic

2 min read

Mervin

May 21

Turn ~800M Free AI Tokens Into a Single OpenAI API with FreeLLMAPI

#opensource #ai #devtools #llm

3 min read

Gemma 4 Challenge: Write about Gemma 4 Submission

Mervin

May 21

Gemma 4 as an On-Call SRE: Turning Alert Spam into One Reasoned Incident

#devchallenge #gemmachallenge #gemma

6 min read

Hermes Agent Challenge Submission

Mervin

May 20

Idea2Post Agent Mode: turning a working content SaaS into an autonomous operator with Hermes

#hermesagentchallenge #devchallenge #agents

4 min read

DEV Community

Mervin

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Writing Debut

How I Revived My Abandoned AI Content Engine Using GitHub Copilot

Want to connect with Mervin?

How I Built Semantic Discussion Clustering Without Embeddings (and Why It Was Good Enough)

How I Cut My LLM Costs by 90% Without Changing My App Logic

Turn ~800M Free AI Tokens Into a Single OpenAI API with FreeLLMAPI

Gemma 4 as an On-Call SRE: Turning Alert Spam into One Reasoned Incident

Idea2Post Agent Mode: turning a working content SaaS into an autonomous operator with Hermes