Debashish Ghosal

Getting back into coding after 15 years as a people manager

Seattle, WA Joined on Oct 15, 2024 https://github.com/deghosal-2026/

Debashish Ghosal

Jul 26

I Planned 10 LLM Evaluation Experiments And Only Ran 1. It Was Enough.

#discuss #ai #webdev #llm

13 min read

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Exposes glaring security gaps in multi-MCP setups

Debashish Ghosal

Jul 25

I Connected 3 MCP Servers to One Agent. It Got Scary Fast.

#discuss #ai #mcp #automation

5 min read

Debashish Ghosal

Jul 24

Platform Strategy That Ships: The 90-Day System I Trust More Than AI Roadmaps

7 min read

Overcoming internal dev tool adoption hurdles

Debashish Ghosal

Jul 21

4 Open-Source AI Tools, 1 MCP Server — What I Built and What I Learned

#discuss #ai #python #opensource

15 min read

Debashish Ghosal

Jul 19

The Best AI Productivity Win I Got This Month Wasn't From Coding

#discuss #ai #productivity #softwareengineering

4 min read

Debashish Ghosal

Jul 18

Your Flaky Tests Aren't Flaky

#discuss #ai #python #testing

6 min read

Debashish Ghosal

Jul 17

i built a tool that tracks what AI tasks actually cost. the real number surprised me.

#discuss #ai #llm

6 min read

Debashish Ghosal

Jul 15

i've been building platforms first for 25 years. i think it's wrong now.

#discuss #ai #webdev #softwareengineering

6 min read

Debashish Ghosal

Jul 15

i tested an ai incident commander against 15 real outages — 88% pass rate

#discuss #ai #webdev #python

4 min read

Debashish Ghosal

Jul 12

i spent 3 days on a rag pipeline and the embedding model didn't matter at all

#discuss #ai #webdev #rag

6 min read

Debashish Ghosal

Jul 11

my ai agent ran for 6 hours on a 2-minute task and cost me $200

#discuss #ai #webdev #opensource

6 min read

Debashish Ghosal

Jul 11

i've been doing sdlc for 25 years. ai didn't kill it. it made it the coordination layer.

#discuss #ai #webdev #sdlc

7 min read

Debashish Ghosal

Jul 10

i was using a frontier model to update jira tickets. here's how i fixed it.

#discuss #ai #webdev #llm

6 min read

Debashish Ghosal

Jul 10

i built two langgraph projects and learned that agents are junior engineers with amnesia

#discuss #ai #webdev #langgraph

7 min read

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Debashish Ghosal

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I Planned 10 LLM Evaluation Experiments And Only Ran 1. It Was Enough.

Want to connect with Debashish Ghosal?

I Connected 3 MCP Servers to One Agent. It Got Scary Fast.

Platform Strategy That Ships: The 90-Day System I Trust More Than AI Roadmaps

4 Open-Source AI Tools, 1 MCP Server — What I Built and What I Learned

The Best AI Productivity Win I Got This Month Wasn't From Coding

Your Flaky Tests Aren't Flaky

i built a tool that tracks what AI tasks actually cost. the real number surprised me.

i've been building platforms first for 25 years. i think it's wrong now.

i tested an ai incident commander against 15 real outages — 88% pass rate

i spent 3 days on a rag pipeline and the embedding model didn't matter at all

my ai agent ran for 6 hours on a 2-minute task and cost me $200

i've been doing sdlc for 25 years. ai didn't kill it. it made it the coordination layer.

i was using a frontier model to update jira tickets. here's how i fixed it.

i built two langgraph projects and learned that agents are junior engineers with amnesia