AI engineer building production systems with LLMs, RAG, & MCP. Co-founder @hdgelabs. OSS contributor: Zed, OpenAI, CURL. Built GitHub issue solver MCP server.
Joined June 2024
- Tweets 211
- Following 454
- Followers 67
- Likes 332
39 Photos and videos
Pinned Tweet
21 Nov 2025
Just got a PR merged in @curl using an AI-powered, repo-aware analysis tool I built...
it found the exact file & pattern in 30s. DM me if you want a 20-min demo. #opensource #devtools
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Spent the weekend building a workspace consistency audit for a 1,100-integration MCP infrastructure repo. Surfaced 251 OAuth integrations
with inline scopes (architectural drift), 1,119 Zod schemas missing AI-discoverable descriptions, and 584 raw error throws. @MetorialAi
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One pattern I've been noticing in AI adoption: For years, a large part of learning happened in public. People asked questions, Made mistakes, Got corrected, Sometimes got roasted but the process happened in front of other people because learning was not only about getting answers
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Best tool out there for Kafka to dedup
May 12
Stop writing glue code to connect #OTel to #ClickHouse. π
GlassFlow now ingests OTLP data natively: deduplicating, masking PII, and delivering traces/logs/metrics query-ready.
β
No #Kafka
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No custom transforms
β
Just clean data
See how: glassflow.dev/blog/clean-enrβ¦
#OpenTelemetry
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Introducing HDGEBot by HDGELabs: Revolutionizing AI customer support for Indian brands!
Features include:
βΈ "Memori" for seamless conversation memory
βΈ Structured ticketing & escalations
βΈ Comprehensive backend dashboard
offering free access for valuable feedback
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Every GMAIL MCP out there is broken!
I made mine -- github.com/devdattatalele/gmβ¦
which actually works and auto drafts email from claude to gmail
#outreach
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Looking for a wordmark symbol logo for HDGELabs β an AI
β customer-support SaaS for Indian small businesses. Reference
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Create Pull request automatically from GPT 5.5
My GIS bot Supports GPT 5.5
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Contributing to a 15kβ repo taught me something:
Reading code > writing code.
Before touching anything:
β understand patterns
β check past PRs
β follow style religiously
Most rejected PRs fail here, not in logic.
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Keywords miss patterns. Embeddings find them. Query: "circular dependencies" Result: "Cycle detection for recursive types" 100% accuracy on pattern matching using ChromaDB embeddings. Why semantic search > keywords for learning systems.
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The maintainer told me my PR diagnosis was wrong.
I thought I found a bug. I submitted a fix.
The expensive mistake:
I assumed the user's bug report diagnosis was 100% correct.
The rule I captured:
NEVER assume a bug report diagnosis is correct.
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Recent Project: Built an MCP server with semantic search to capture and analyze OSS maintainer feedback patterns.
Impact:
- Prevents common contribution mistakes
- Speeds up PR preparation by 60%
- Demonstrates meta-learning from code reviews
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Devdatta Talele retweeted
25 Dec 2025
π System Update: Christmas is LIVE! β¨
From late-night debugging to deploying holiday cheer, the GDG On Campus VIT Mumbai fam wishes you smooth builds, zero merge conflicts, and plenty of joy π»β
Strong coffee, clean code, cozy holidays π
π
See you next sprint π
#GDGVITMumbai
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Devdatta Talele retweeted
12 Dec 2025
π TechSprint is here, VIT!
Dive into Open Innovation with GDGoC VIT Mumbai, turn bold ideas into reality, level up your skills, and compete with the sharpest minds on campus. π‘β‘
β³ Last date: Dec 20
Scan the QR to register!
#TechSprint #GDGOCVITMUMBAI #Hackathon #VITMumbai
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