iiinova — where your digital self keeps evolving

Jason Mulligan @jasonmulligan.com · 04/10/2026

early morning hallway walk with ruby & pearl

010

Jason Mulligan @jasonmulligan.com · 03/10/2026

madz can now use the github copilot LLMs - useful if you want to use it in an enterprise env.

000

Jason Mulligan @jasonmulligan.com · 30/09/2026

so madz can't be trusted to design itself ... immediate failure that would've crippled it's own functionality.

000

Jason Mulligan @jasonmulligan.com · 29/09/2026

what work is like lately... my own harness now does my job; i have reached the end - now its just directing 🎬

001

Jason Mulligan @jasonmulligan.com · 27/09/2026

got madz looking at the CRA website to gather info 🤖

100

Jason Mulligan @jasonmulligan.com · 25/09/2026

winding down at work with kittens

010

Jason Mulligan @jasonmulligan.com · 24/09/2026

received the 2u mount for the two dgx spark; trying it back in the main rack to see if they get hot i should probably clean the server fan filter 🤷‍♂️

100

Jason Mulligan @jasonmulligan.com · 23/09/2026

how'd i miss this? panda bear makes work hours better

000

Jason Mulligan @jasonmulligan.com · 16/09/2026

resolved the markdown rendering this morning, and plugged the gap in the issue to wire the hidden panels up, so that'll probably land this week...

100

Jason Mulligan @jasonmulligan.com · 12/09/2026

an instance has been doing stuff for 45min; a reasonable amount of tool calls... context window is only 10k deep agents ftw!

100

Jason Mulligan @jasonmulligan.com · 12/09/2026

got it building out the TUI and finishing work we paused (never wired up)

100

Jason Mulligan @jasonmulligan.com · 11/09/2026

got through it... so madz now has a config bool for showing tool messages - defaults to 'false' ... much nicer to long running tasks - no noise

100

Jason Mulligan @jasonmulligan.com · 11/09/2026

what working with AI is truly like...

101

Jason Mulligan @jasonmulligan.com · 09/09/2026

adding more tests, and then it should be good to go...

100

Jason Mulligan @jasonmulligan.com · 09/09/2026

madz thinking about how to make the changes...

100

Jason Mulligan @jasonmulligan.com · 09/09/2026

it implemented phase 1 of vector searching code bases over night ... phase 1 is it's own code base; next phase is any code base 🔎

100

Jason Mulligan @jasonmulligan.com · 08/09/2026

refactored the message bubble to have interleved segments of types message & reasoning, along with the response timer and tool call list in the footer of the message bubble(s) 💯

100

Jason Mulligan @jasonmulligan.com · 07/09/2026

it's been working on wiring in the 'reasoning' rendering for a little over an hour (no spec - just a fix)

100

Jason Mulligan @jasonmulligan.com · 07/09/2026

after 3 days of writing tests, i had it madz knock out 2 features i've wanted for awhile... now it keeps track of the time for the response (message bubble), and the tool calls

100

Jason Mulligan @jasonmulligan.com · 07/09/2026

the memory leak came back overnight 🫨

000

Jason Mulligan @jasonmulligan.com · 05/09/2026

this fine... atm i think the langchain deep agents + dynamic middleware = memory leak. twice in 24 hours this happened. I've never had memory backpressure issues before this software combo.

000

Jason Mulligan @jasonmulligan.com · 04/09/2026

smart alert on a nvme drive 💀

000

Jason Mulligan @jasonmulligan.com · 04/09/2026

i gave it some work almost an hour ago, & it's getting stuff 🤖

100

Jason Mulligan @jasonmulligan.com · 04/09/2026

trying deepseek-ai/DeepSeek-V4-Flash

100

Jason Mulligan @jasonmulligan.com · 04/09/2026

giving RadixArk/Qwen3.8-27B-NVFP4 a try on the vllm cluster

100

Jason Mulligan @jasonmulligan.com · 03/09/2026

here it comes and then it goes 🎶🎶

000

Jason Mulligan @jasonmulligan.com · 30/08/2026

i clearly got a bug in the reflection tool... it's sorting things, but it's not referencing the actual timestamps in the files it's reading and creating a fictional time range grounded in real events 💀