Devang Borkar

MS CS @ UC Davis | AI/ML Enthusiast | Open to AI/ML roles in CA

[Devang Borkar @DevangBorkar]

21% accuracy boost for on-device LMs using lightweight Process Supervision.
I paired a Qwen3-0.6B generator with an 8B PRM verifier (LoRA-finetuned on PRM800K) and hit 40.4% on GSM8K vs 33.3% self-consistency.
#LLM #OnDeviceAI #Finetuning

[Devang Borkar @DevangBorkar]

How do people use n8n seriously, it's slow AF and complicated to setup. Writing the code is 10x easier

[Devang Borkar @DevangBorkar]

@claudeai Will be interesting to see, how they prevent distillation from this one.

[Devang Borkar @DevangBorkar]

@auroralchorus

[Devang Borkar @DevangBorkar]

@willccbb do while mogs both

[Devang Borkar @DevangBorkar]

@chantastic I think he's talking about some kind of workflow that finds issues and creates optimized prompts for /goal . Not sure how the verifier process is tho

[Devang Borkar @DevangBorkar]

LinkedIn is going to be flooded with this for the next week.

[Peter Steinberger 🦞 @steipete]

Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore.

You should be designing loops that prompt your agents.

[Devang Borkar @DevangBorkar]

@LottoLabs Yes the ig hackers did

[Devang Borkar @DevangBorkar]

@tekbog Sounds lik Anthropic's internal evals

[Devang Borkar @DevangBorkar]

@NickADobos Why would a coding agent need to know how to write prompts if not working on an AI enable application?

[Devang Borkar @DevangBorkar]

@garrytan Elite trolling

[Devang Borkar @DevangBorkar]

@codercody It's a decent alternative for assert

[Devang Borkar @DevangBorkar]

@shashankgoyal95 @OpenRouter Managed Agents

[Devang Borkar @DevangBorkar]

@theo I am even struggling with getting it to output structured responses correctly

[Devang Borkar @DevangBorkar]

@cursor_ai Yet another chart crime

[Devang Borkar @DevangBorkar]

@travestroy1 @0x_zyven @hqmank 👍

[Devang Borkar @DevangBorkar]

@travestroy1 @0x_zyven @hqmank Yeah just got the same plan today, will try it out

[Devang Borkar @DevangBorkar]

@travestroy1 @0x_zyven @hqmank Can u share any docs stating secondary seats usage limits are less ? Or is it just ur personal exp?

[Devang Borkar @DevangBorkar]

😭

[will brown @willccbb]

“upload your SFT dataset” is an anti-pattern

[Devang Borkar @DevangBorkar]

@gpusteve Do u find plan mode actually more helpful compared to just chatting in agent mode?

[Devang Borkar @DevangBorkar]

@xMysteryLC @thdxr @thsottiaux Same here