Feed aggregator
Token budget circuit breaker – cut multi-agent retry waste ~98%
Article URL: https://github.com/mrblakessinger-rgb/paradox-engine-eots
Comments URL: https://news.ycombinator.com/item?id=49161048
Points: 1
# Comments: 0
No New Name Has Replaced "UX"
Article URL: https://www.nngroup.com/articles/no-new-name-ux/
Comments URL: https://news.ycombinator.com/item?id=49161036
Points: 2
# Comments: 0
Pawnshop Chain Serves the K-Shaped Economy
Agents are users now, and they found every hole in our product
Article URL: https://nextwaveoftech.com/posts/what-i-learned-building-an-agent-first-plugin
Comments URL: https://news.ycombinator.com/item?id=49161019
Points: 1
# Comments: 0
Obligatory one month without social media on my phone Substack essay
Article URL: https://www.late-review.com/p/obligatory-one-month-without-socia
Comments URL: https://news.ycombinator.com/item?id=49161009
Points: 3
# Comments: 0
A Closed-Loop Consequence-Governance Runtime for AI Agents
Article URL: https://zenodo.org/records/21778592
Comments URL: https://news.ycombinator.com/item?id=49161007
Points: 1
# Comments: 0
Are all these data centers a way to try to substitute for promised progress?
The scale of the data center buildout makes no sense. The only thing I can think of is that Sam really latched onto it when there weren't any huge breakthroughs that he could easily achieve.
Comments URL: https://news.ycombinator.com/item?id=49160996
Points: 1
# Comments: 2
Show HN: Simple mobile app to share your ID, not your identity
Article URL: https://anonymizemyid.com
Comments URL: https://news.ycombinator.com/item?id=49160992
Points: 1
# Comments: 2
When Feature Flags Do and Don't Make Sense
Article URL: https://software.rajivprab.com/2019/12/19/when-feature-flags-do-and-dont-make-sense/
Comments URL: https://news.ycombinator.com/item?id=49160383
Points: 1
# Comments: 0
Show HN: Keystroke – open sourcing our internal agents and automations platform
Hello HN,
I’m Dallin, building Keystroke with my co-founder Blake. Keystroke is a recent pivot from Buster, our original YC W24 company.
Keystroke lets you build agents and durable workflows as TypeScript in your own repo, then deploy them to a web application where your team can use them. Our repo (ELv2 licensed) is here: https://github.com/keystrokehq/keystroke.
At Buster, we spent a lot of time building internal agents and automations. We used visual platforms like n8n and Zapier, as well as code-first tools like Trigger.dev, Mastra, and several of Vercel’s open frameworks. We genuinely liked many of them, but kept encountering two different problems:
1. Visual platforms gave us integrations, credentials, hosting, and an app the rest of the team could use, but became difficult to test, review, and debug as our systems grew. 2. Code-first tools gave us the flexibility of ordinary TypeScript and worked well with coding agents, but left us building the UI, runtime, permissions, credentials, and operational tooling ourselves.
So, we started building the thing we wish existed: a code-first framework that made it easy to build complex agents and AI systems, with a web app for teams to collaborate on top. We liked it so much that we decided to pivot away from Buster and focus on building Keystroke full time.
With Keystroke, I was able to rebuild our W24 idea (an AI data analyst) in ~5 minutes. I pointed Cursor at our old Buster repo and it was able to:
- spin up a local Keystroke project - rebuild the OG Buster agent w/ memory, its own file system, etc - connect our Postgres DB, PostHog, Metabase, and Slack - build skills for using each of the data sources - explore our DB and add schema docs to the file system - build a workflow to keep schema docs synced - name the agent "Delbert" - then pushed him up to the Keystroke app
Since then, “Delbert” has been answering ad-hoc questions for me in Slack on a regular basis. He builds me metabase dashboards when I need them. He sets his own triggers, reviews key metrics periodically, and pings me in Slack if anything looks off.
In Keystroke, workflows are ordinary async TypeScript: a `for` loop is an actual `for` loop, inputs use Zod schemas, and everything you build can be tested with Vitest. Our managed runtime makes workflows durable across errors, sleeps, approval steps, and process restarts.
Agents wrap Vercel’s AI SDK and can use workflows, actions, other agents, MCP servers, and integrations as tools. They also include memory, a persistent filesystem, web search, triggers, and optional VM sandboxes.
Deployed agents and workflows instantly appear in the web app with a chat UI, workflow visualizations, input forms, sharing, credential management, integrations, and logs.
The entire platform was built from the ground up with coding agents in mind. Your coding agent can use the CLI to scaffold a local directory with a Keystroke project and an *AGENTS.md*. Then, it can build whatever agent or AI system you want, search our docs, run tests, and push what you build up to the Keystroke platform.
We plan to make money from our cloud offering, which has a free plan and usage-based pricing.
Our docs are here: https://keystroke.ai/docs.
You can watch a quick demo of Keystroke here: https://supercut.ai/share/keystroke/zeor1pD0bNlSTOuLUWmRBT?v....
You can try on cloud for free at: https://keystroke.ai/.
We’d especially appreciate feedback from people who have maintained agents and AI systems in visual tools or code-first frameworks. Where does this approach seem useful, and where are we rebuilding something that already works well elsewhere?
Comments URL: https://news.ycombinator.com/item?id=49160376
Points: 1
# Comments: 0
A Tucson man worried about swatting. Now he's paralyzed
Article URL: https://tucson.com/news/local/crime-courts/article_9ae8e2d7-1db8-4c86-9dee-7c439f4ea7c0.html
Comments URL: https://news.ycombinator.com/item?id=49160359
Points: 2
# Comments: 1
16 Year old used AI to disprove professor
Article URL: https://twitter.com/MaseehG_/status/2084327646209392907
Comments URL: https://news.ycombinator.com/item?id=49160354
Points: 3
# Comments: 0
Ask HN: I had Codex and GPT 5.6 Sol running for 12 days, 870k+ LOC. Now what?
For the last 2 weeks I have been running Codex + GPT 5.6 Sol Ultra non-stop for almost 13 days, working on a huge extension to my SaaS product / business.
I have done AI coding of huge features in the range of 50-60k LOC before, which were massive already, we managed to ship them and actually deliver value.
I know this sounds borderline ridiculous, but this time I don't know what to do.
What are the next steps here? It is obviously impossible to review, but it is almost as impossible to actually test. I had put A LOT of work into planning and the workflows and features were spec'ed very precisely and with lots of care and analysis. So far I have only found cosmetic issues, the entire core of the application seems to be working just fine.
I have thought about starting with a user manual / knowledge base for it, to capture the features and have plenty of documentation. But then what? Launch it to production?
Have I passed the threshold of what is humanly possible to do with AI coding, or is there any hope?
Comments URL: https://news.ycombinator.com/item?id=49160339
Points: 1
# Comments: 0
Gravity is not a force – it's an error-correcting code?
Article URL: https://medium.com/@kisnorbert87/gravity-is-not-a-force-its-an-error-correcting-code-68a48374e575
Comments URL: https://news.ycombinator.com/item?id=49160335
Points: 2
# Comments: 0
A Stargate for Data
Article URL: https://willdepue.net/writings/a-stargate-for-data/
Comments URL: https://news.ycombinator.com/item?id=49160332
Points: 1
# Comments: 0
I Moved Back from Gradle to Maven (2022)
Article URL: https://phauer.com/2018/moving-back-from-gradle-to-maven/
Comments URL: https://news.ycombinator.com/item?id=49160286
Points: 1
# Comments: 0
Free daily dataset of 15,919 job postings across nine ATS platforms
Article URL: https://github.com/ConorsCode/open-jobs-data
Comments URL: https://news.ycombinator.com/item?id=49160283
Points: 1
# Comments: 0
GNU Compiler Collection – AI Policy
Article URL: https://gcc.gnu.org/ai-policy.html
Comments URL: https://news.ycombinator.com/item?id=49160279
Points: 1
# Comments: 0
