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Show HN: Owning Inference on a DGX Spark- Qwen3.6 27B writing code that ships

https://www.devashish.me/p/owning-inference-qwen36-on-dgx-spark
1•devashish86•1h ago

Comments

devashish86•1h ago
Author here. Want to share the results of my experiments with local inference. I failed to get decent output from my previous setup (https://news.ycombinator.com/item?id=48587865). But this stack is performing much better.

The local stack only became reliable after fixing multiple separate failures in the stack, fixing the coding harness, improving system prompt and other tweaks in different components.

Concrete repo evidence in the post is from Clawrium(https://github.com/ric03uec/clawrium) PRs #855, #859, and #861. Will continue to iterate on this till I can offload about 30% of the project work completely to the local models.

Midtown NYC building 'shifting' and in danger of 'localized collapse'

https://nypost.com/2026/07/07/us-news/midtown-nyc-building-shifting-and-in-danger-of-localized-co...
1•appreciatorBus•40s ago•0 comments

No Effort

https://tomreinert.de/no-effort/
1•tom2948329494•1m ago•0 comments

Show HN: Docx-CLI: agents read/edit Word docs using 1/2 the time and tokens

https://github.com/kklimuk/docx-cli
1•kirillklimuk•2m ago•1 comments

PL/Ruby: Ruby as a procedural language for PostgreSQL (functions, triggers, SPI)

https://github.com/commandprompt/plruby
1•thunderbong•2m ago•0 comments

Show HN: How AI-generated does this website look?

https://slopcop.adriankrebs.ch
1•hubraumhugo•3m ago•0 comments

Show HN: Fork – Let users build features on top of existing applications

https://withfork.co/
1•realdjpaulyd•3m ago•0 comments

Former Facebook insiders sketch a low-cost AI endgame on Threads for Meta

https://runtimewire.com/article/former-facebook-insiders-sketch-meta-s-low-cost-ai-endgame-on-thr...
1•ryanmerket•4m ago•0 comments

Rich Guy Quote Journalism

https://stringinamaze.net/p/rich-guy-quote-journalism
1•i4i•5m ago•1 comments

We learned to trust our AI code reviewer at DoorDash

https://careersatdoordash.com/blog/how-we-learned-to-trust-our-ai-code-reviewer-at-doordash/
1•luispa•5m ago•0 comments

Notes on Software Quality

https://anthonyhobday.com/blog/20260410
1•speckx•6m ago•0 comments

Show HN: OpenSpeech – Compare open-source TTS models side-by-side

https://www.openspeech.dev
1•ushercakes•7m ago•0 comments

FOMO-Driven Development

https://estuary.dev/blog/fomo-driven-development/
1•danthelion•7m ago•0 comments

AI needs the best-of-breed data stack: Postgres and ClickHouse

https://clickhouse.com/blog/ai-best-of-breed-data-stack
1•saisrirampur•7m ago•0 comments

Show HN: Cfswitch – Switch between multiple Cloudflare accounts in Wrangler

https://github.com/dukeeagle/cfswitch
1•lukeigel•9m ago•0 comments

Abusing the Sandbox for a Critical Cross-Tenant Vulnerability in Writer AI

https://www.sandsecurity.ai/blog/writeout-writer-ai-cross-tenant
1•talhof8•10m ago•0 comments

Every night trillions of tiny creatures rise from the ocean depths

https://www.bbc.com/future/article/20260706-the-deep-sea-creatures-that-rise-every-night
1•saikatsg•12m ago•0 comments

A new runtime for k and q: l

https://lv1.sh/
2•skruger•13m ago•0 comments

The MFA Rollout Disaster

https://stuartdotson.substack.com/p/the-wetness-humaning-multiplier
1•sdotson•13m ago•0 comments

Tech jobs market in 2026, part 3: hiring managers and job seekers

https://newsletter.pragmaticengineer.com/p/tech-jobs-market-in-2026-part-3-hiring
2•nedruod•15m ago•0 comments

Real-time sync for plaintext files

https://www.opbox.dev/
1•shikhar•17m ago•0 comments

Who's doing what on AI security in the US government?

https://horizonlaunchpad.substack.com/p/whos-doing-what-on-ai-security
1•paulpauper•18m ago•0 comments

Why the West stopped making land

https://worksinprogress.co/issue/why-the-west-stopped-making-land/
2•paulpauper•18m ago•0 comments

Tell HN: Fable 5 promotion extended through July 12, 2026 at 11:59:59 PM PT

5•theanonymousone•19m ago•0 comments

Wiesbaden Notes

https://marginalrevolution.com/marginalrevolution/2026/07/wiesbaden-notes.html
1•paulpauper•19m ago•0 comments

Visual Studio Code Learn

https://code.visualstudio.com/learn
1•saikatsg•20m ago•0 comments

Show HN: An agentic CRM, built for AI agents to drive over plain HTTP

https://github.com/crmkit/crmkit
1•_pdp_•20m ago•0 comments

We will happily disempower ourselves: Go edition

https://blog.jcx.au/posts/we-will-happily-disempower-ourselves-go-edition
1•speckx•21m ago•0 comments

How to widen access to the critical minerals that the world needs

https://www.nature.com/articles/d41586-026-02100-8
1•Bender•22m ago•0 comments

Half-Naked Guy

https://www.halopedia.org/Half-naked_guy
1•joebig•22m ago•0 comments

A Great University Undermines Its Mission – Bring Back the SAT, California

https://www.nytimes.com/2026/07/06/opinion/university-california-sat-testing-admissions.html
2•ChrisArchitect•24m ago•2 comments