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DEV Community vor 2 T.Python 3.14's concurrent.interpreters module turns a 3.6-second GIL bottleneck into 0.9 seconds open_in_new
I measured Python 3.14's new subinterpreters against threads and processes: 3.6s of GIL contention dropped to 0.9s, but a single interpreter flatly refuses a second concurrent thread.
personAlex Georgiev arrow_upward11 chat_bubble4 #python#performance#programming -
DEV Community vor 2 T.How long a serverless function stays warm on DigitalOcean open_in_new
Every serverless platform has cold starts, and every write-up about them gives you a number for how...
personRemdore arrow_upward20 chat_bubble6 #serverless#digitalocean#performance -
DEV Community vor 2 T.When Recovering From Burnout, Writing Became My Therapy. And This Week My First Coding Book Turns 1 Year Old. Ask Me Anything! open_in_new
Hi, I'm Cesar, a Senior Software Engineer with 10+ years of experience. In 2023, I got sick and...
personCesar Aguirre arrow_upward26 chat_bubble22 #discuss#watercooler#ama -
DEV Community vor 2 T.I never rewatch what I save, so a night shift turned 56 videos into notes open_in_new
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
personDaniel Nwaneri arrow_upward9 chat_bubble4 #devchallenge#hf26challenge#gemma -
DEV Community vor 2 T.Why bloc.add(...) Isn't What You Think: Synchronous Event Fast-Paths and 0ms Form Bindings open_in_new
Why classic BLoC's StreamController forces an asynchronous microtask tax, how BlocSignal executes synchronous event handlers inline on the exact same call stack, and why this is the only way to build 120 FPS Generative UI form bindings.
personRandal L. Schwartz arrow_upward18 chat_bubble7 #flutter#dart#architecture -
DEV Community vor 2 T.Slowth Money: a local AI agent for your financial goals open_in_new
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
personJulien Avezou arrow_upward30 chat_bubble9 #devchallenge#hf26challenge#fintech -
DEV Community vor 2 T.HEXAW programming language for WebAssembly instead WAT open_in_new
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
personPeter Vivo arrow_upward36 chat_bubble10 #devchallenge#hf26challenge#webassembly -
DEV Community vor 2 T.Google DevFest Central Valley: Community First, Buildathon Second. open_in_new
TL;DR: My second DevFest Central Valley in Modesto was about who AI is for, from the mayor's opening...
personEarl Grey arrow_upward11 #ai#google#community -
DEV Community vor 2 T.🐾 DEV Pet Corner #3: Show Us Your Pets! open_in_new
TL;DR DEV Pet Corner is back for another Sunday! It's a weekly series where we take a little break...
personHemapriya Kanagala arrow_upward67 chat_bubble14 #discuss#community#watercooler -
DEV Community vor 2 T.A small, not-so-smart model went from 10% to 99.6% at reading property deeds for $1.15, and it says 'check this line' instead of bluffing open_in_new
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady N 86°29'...
personAdvik Divekar arrow_upward76 chat_bubble27 #tinker#hf26challenge#devchallenge -
DEV Community vor 2 T.🦥 We built a pixel-art office where five cats do your data analysis while a sloth naps 🐱 open_in_new
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Every...
personFiona Khoo arrow_upward23 #devchallenge#hf26challenge#ai -
DEV Community vor 3 T.Postmortem: The Tuesday Our AI Bill Had No Owner open_in_new
I've read a lot of postmortems. The best ones aren't about blame. They're about the gap between what...
personKarthigayan Devan arrow_upward15 chat_bubble10 #discuss#vertexai#sre -
DEV Community vor 3 T.Valkey 9.2's new rdbcompression lz4 setting cuts a 1M-row RDB from 178MB to 35MB open_in_new
Valkey 9.2.0-rc1's whole-stream LZ4 RDB compression shrank a million-row JSON dataset from about 178MB to 35MB, an 80% cut the old per-string LZF default barely touches. It does nothing for replication unless a second, undocumented-in-the-release-notes setting is also flipped.
personAlex Georgiev arrow_upward12 chat_bubble2 #valkey#database#performance -
DEV Community vor 3 T.Let It Die: The Lazy Email Agent on TabPFN, Gemma and Temporal open_in_new
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
personKhushighosh arrow_upward18 chat_bubble14 #devchallenge#hf26challenge#gemma -
DEV Community vor 3 T.I Earned a Seat at GitHub Universe. It'll Stay Empty, and That's Not Fair open_in_new
Why Am I Writing This? I'm writing this to show how unfair the world we live in can be,...
personGiorgi Kobaidze arrow_upward104 chat_bubble76 #conference#github -
DEV Community vor 3 T.👻 The $249 Ghost Sale open_in_new
Before I get into it, I just want to say that my recent unemployment has left me a vast amount of...
personAnna Villarreal arrow_upward7 chat_bubble7 #google#webdev#rails -
DEV Community vor 3 T.Three Times My Test Failed and the LLM Was Right open_in_new
A test fails, and the reflex is: the code is wrong. Debug the code, fix the code, move on. That...
personDebashish Ghosal arrow_upward23 chat_bubble27 #ai#programming#llm -
DEV Community vor 3 T.My Passion for Coding Isn't 404. It's 503. open_in_new
Last month, I signed up for a hackathon. I opened a fresh file and named it ideas.md. Forty-eight...
personTombri Bowei arrow_upward9 chat_bubble6 #programming#productivity#career -
DEV Community vor 3 T.From Ancient Epigraphy to 3D Proteins: Exploring google-deepmind/science-skills & Building Custom Plugins in Google Antigravity open_in_new
Exploring the open-source (Apache 2.0 / CC-BY 4.0) architecture of Google Antigravity's Science Plugin (v1.3.1) and Google Cloud MCP endpoints (Vertex AI, BigQuery, Cloud Run) with a 3D WebGL Biomolecular Studio and 3 custom plugins.
personRobina Mirbahar arrow_upward10 chat_bubble8 #python#googleai#gemini -
DEV Community vor 3 T.I'm Not on the DEV Team. I Still Debugged Their Missing Badges From Public Code. (And My First Test Was Wrong.) open_in_new
I’m not on the DEV team. I don’t have an admin panel, production database access, or internal Slack....
personDhruv Jani arrow_upward91 chat_bubble37 #opensource#ruby#rails -
DEV Community vor 3 T.👾 Nested Bookmarks Organizer for Chrome w/Custom Ticker open_in_new
✨ Finally, some positive excitement! ✨ I went on a tiny mission last night to build something I...
personAnna Villarreal arrow_upward6 #webdev#themes#customization -
DEV Community vor 3 T.Everyone Clicks 'I Agree.' No One Reads Them: I Fine-Tuned a 4B Model with Tinker to Catch Unfair Terms of Service in 30 Seconds open_in_new
A 9,000-word contract scanned in 30 seconds. How I fine-tuned Qwen 4B with Tinker on the LexGLUE UNFAIR-ToS benchmark to catch arbitration waivers, unilateral changes, and liability caps.
personEmma Sofia arrow_upward14 chat_bubble2 #devchallenge#hf26challenge#opensource -
DEV Community vor 3 T.Gemma 4 on a 4 GB GPU in Plain PyTorch: From Out of Memory to Faster Than llama.cpp open_in_new
On a 4 GB GTX 1650 Ti, Gemma 4 E2B does not fit in 16-bit, and Transformers' own 4-bit path runs out of memory on its first forward pass. Kept in Google's QAT 4-bit end to end, with a few Triton kernels and a CUDA graph, plain PyTorch decodes at 88 tok/s, 1.07x llama.cpp on the same card, and holds the full 131,072-token context.
personxbill arrow_upward7 chat_bubble3 #gemma#pytorch#cuda -
DEV Community vor 4 T.Humanizer has about 60,000 stars. On 12 public tasks my linter plugin scored 2.67 higher open_in_new
ai-slop-linter against six humanizer tools and no tool: 12 public tasks, graded blind, 58.67 of 60 against 56. On a held-out set the top tools tied.
personEfe Genc arrow_upward12 chat_bubble19 #ai#opensource#claude