JAJason Agostoniinjason.agostoni.net·5d ago · 15 min readCan DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use DeepSeek 4.1 Flash, paying per token instead? Some colleagues want cheap pay-as-you-go agentic codin13BM
ZZyVOPinblog.zyvop.com·4d ago · 9 min readDeepSeek V4.1 Flash Is Out — and It's Coming for Its Own Pro TierDeepSeek doesn't do slow reveals. Two days ago this was a disposable test build literally named deepseek-v4.1-flash-expires-on-0910. Today — September 10, 2026 — it's a fully released, open-weight mod00
KKhaskyinkhasky.hashnode.dev·Sep 22 · 4 min readWhat Mozilla's Open Source AI Report Actually MeasuredHow do you put a number on how far behind open-weight models are? Mozilla's State of Open Source AI report answers that twice, once in index points and once in months, and the two answers come from di00
KKhaskyinkhasky.hashnode.dev·Sep 19 · 4 min readRun DeepSeek Behind Claude Code, Codex, and Other Coding CLIsThe cheapest way to find out whether DeepSeek fits your work is the client you already have open, Claude Code or Codex. Both take it as the model provider, and the editor and the commands stay as they01D
MMMansi Moreinjoshuarocket.hashnode.dev·Sep 17 · 7 min readDifference between Meta-harness and a harness? And do I need it?If you’ve built an agent, you’ve written a harness. You just didn’t call it that. Now DeepSeek has 200K people starring a repo called a “meta-harness”, and the obvious question is whether that’s a new00
ENEkansh Nangiainekanshn.hashnode.dev·Sep 17 · 18 min readIntroduction To Mechanistic InterpretabilityEpistemology Epistemology is the branch of philosophy thats concerned with the nature and limits of knowledge. What knowledge actually is, how we get it, and how we tell the difference between somethi00
LTLưu Tuấn Anhinblog.fiscybersec.com·Sep 16 · 11 min readWhen AI Agent Turns Off Sandbox: Control Plane Vulnerability Analysis CVE-2026-82533 on DeepSeek HarnessOverview What would happen if an AI tool that you trusted to write code automatically removed all of its own protection mechanisms, silently opening the door for attackers to take over your computer w00
RKRameez Karamatinrameezmeans.hashnode.dev·Sep 15 · 13 min readHow I Built Context Into a Multi-Model Mental Health Academic ProjectI worked on a Mental Health Academic Project where one of the main problems was actually very simple to understand. AI models do not remember your database. They do not remember the previous API reque00
DDaShaunindashaun.hashnode.dev·Sep 15 · 10 min readTwo DGX Sparks, One Model: DeepSeek-V4-Flash with a 1M-Token ContextI got some new hardware. Two NVIDIA DGX Sparks. I connected them to each other with two QSFP cables, and put both of them on my Tailscale network. A single Spark has 128 GB of memory, shared between 00
ASAnubhav Singhinblog.anubhavsingh.dev·Sep 13 · 15 min readHow my automation agent went from 100 round-trips to zeroAfter every trip I rename my photos to the date and time they were taken, using the date stored inside each photo rather than the file's date. The first time I asked my agent to do it, it wrote a prog10