iiinova — where your digital self keeps evolving

Reposted by Jonathan Norris

OpenFeature @openfeature.dev · 19/08/2026

This is what a standard is for. Each of these teams shipped a product without inventing new APIs and SDKs, so application code stays portable and teams remain free to move between them.

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Jonathan Norris @jonathannorris.bsky.social · 06/06/2026

Glad you are enjoying it, works well with a Mac mini hooked up to a TV

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Jonathan Norris @jonathannorris.bsky.social · 29/05/2026

@davidpierce.xyz you should try Gforce Now for 007, it’s good now.

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Jonathan Norris @jonathannorris.bsky.social · 10/11/2025

Made it to Atlanta for #kubecon and the OpenFeature Summit. Excited to hangout with great OpenFeature community and learn some new things. Giving a talk today about how AI is breaking release processes and how feature flags (and maybe LEGO) can help manage the chaos.

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Reposted by Jonathan Norris

ℳatt @matttomic.bsky.social · 02/11/2025

DON'T NEED KNEE CARTILEGE TO HIT DINGERS!!!!!!

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Reposted by Jonathan Norris

Blake Murphy @blakemurphy.bsky.social · 21/10/2025

Gausman the win, Bassitt the hold, Hoffman strikes out the side for the save. And Springer with one of the biggest homers imaginable. Unreal.

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Jonathan Norris @jonathannorris.bsky.social · 21/10/2025

I can’t believe it! WORLD SERIES!

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Jonathan Norris @jonathannorris.bsky.social · 09/10/2025

Man that was a stressful jays game, not sure I can handle this the whole way. This Jays team has a special vibe to it.

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Jonathan Norris @jonathannorris.bsky.social · 26/09/2025

Hot take: `npx -y some-local-mcp` is the new `curl | sh`. We’re teaching devs to auto-install + execute random npm packages with local file system access. Remote MCP servers over HTTP/SSE are just structurally safer.

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Jonathan Norris @jonathannorris.bsky.social · 24/09/2025

Sure, if you are trying to one-shot a feature, overall intelligence is everything. But I think most developers working in larger codebases pair-program with their LLM, and iteration speed is the most important factor for productivity.

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Jonathan Norris @jonathannorris.bsky.social · 24/09/2025

Also, I still need to experiment more with `grok-4-fast-reasoning` in Cursor, but it's so crazy fast. I'm coming to believe that very fast + medium intelligence is way more important than slow + smart intelligence for working with these models as a day-to-day pair programmer.

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Jonathan Norris @jonathannorris.bsky.social · 24/09/2025

Okay, I'm pretty impressed with `gpt-5-codex` in Cursor so far. It seems to mostly have the intelligence of `gpt-5` while being way faster to iterate with. I found `gpt-5` was hurting my productivity with how slow it was; the iteration time just got too long.

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

Full write-up is here → blog.devcycle.com/devcycle-mcp...

blog.devcycle.com

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

5/ The real magic of MCP is when it deeply integrates into your actual coding flow. You can now ask your AI something like ‘wrap this in a feature flag’, it writes the code, it auto-creates or fetches the flag, and self-targets you into the flag for testing.

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

4/ Cloudflare Workers AI + Durable Objects made auth easy and handled all of the OAuth state for us. Remote MCP servers seem like the much easier install path, getting everyone to "npx -y" install some random script with full computer access is a security nightmare in waiting.

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

3/ Giving the agent too many tools is a problem. Exposing every single API was easy, but all it did was overload the context. Merging related calls into fewer, more powerful tools gave the agent just enough without eating all the AI’s context window.

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

2/ Descriptive errors makes up for a lot of other issues. This made the MCP go from “meh, it works” to “oh wow, this matters.” At first, our errors were vague and unhelpful, which made the agent hallucinate. Once we made errors specific, the AI Agent + MCP could actually recover.

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

1/ Good input schemas are critical. The input schemas (and descriptions) are your AI agent's primary context when deciding which tool to call. In certain places, .describe() statements on your schema parameters will help push the AI agent in the right direction.

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Jonathan Norris @jonathannorris.bsky.social · 02/09/2025

Building @devcyclehq.bsky.social MCP server started off as one of my favourite hackathon projects we've ever done. But it took a lot of iteration to go from “it works” hackathon code to production-ready code. Here’s what we learned along the way (thread):

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Jonathan Norris @jonathannorris.bsky.social · 11/08/2025

Not impressed with GPT-5 so far, totally whiffed on helping me fix a bug with our MCP server schemas and just created a mess. Claude Opus figured out the issue in one prompt (it still made a bit of a mess creating tests, but it was easy to get working). Back to Claude for now...

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Jonathan Norris @jonathannorris.bsky.social · 08/08/2025

Time for an upgrade, the M4 runs GPT-5 faster right?

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Jonathan Norris @jonathannorris.bsky.social · 31/07/2025

There is more hope that less resource-intensive models will soon match the performance of state-of-the-art models. But users expect that they can use the leading models all day for next to nothing, breaking that habit will be hard...

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Jonathan Norris @jonathannorris.bsky.social · 31/07/2025

Gotta love the land-grab era of cheap LLM token usage in these AI coding tools. I still remember the era when you could get an Uber across SF for cheaper than MUNI, or get a $0.25 fruit rollup delivered for free to your door...

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Jonathan Norris @jonathannorris.bsky.social · 19/07/2025

The signup flow needs some work, literally didn’t know there were paid plans that could be scrolled horizontally. This needs to be a vertical scroll, or something more compact that makes it obvious there are multiple plans.

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Jonathan Norris @jonathannorris.bsky.social · 03/06/2025

Couldn't agree more with this post. Coding agents finally made using LLMs feel like a step change in productivity. When the LLM can use agents to run tests, linting, interact with git, and search the web, they don't have to be 100% perfect if they can check their work. fly.io/blog/youre-a...

fly.io

My AI Skeptic Friends Are All Nuts

My smartest friends have bananas arguments about LLM coding.

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Jonathan Norris @jonathannorris.bsky.social · 28/05/2025

Random thought: I wonder if the OpenAI device is AirPods where the case can listen to conversations from your pocket (Sam hinted at this) it’s already the “third device” most people carry around.

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Jonathan Norris @jonathannorris.bsky.social · 17/05/2025

When you are cleaning up and you find your old Sega Game Gear. 🙀

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Jonathan Norris @jonathannorris.bsky.social · 29/04/2025

There is a lot of hard work ahead for Canada, but I'm excited for @mark-carney.bsky.social and parliament to get to work. Most proud of our healthy democracy and electoral process.

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Jonathan Norris @jonathannorris.bsky.social · 29/04/2025

Proud of our democracy today 🇨🇦

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Jonathan Norris @jonathannorris.bsky.social · 27/04/2025

@reckless.bsky.social even Home Depot is getting in on the party speakers

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Jonathan Norris @jonathannorris.bsky.social · 26/04/2025

I know someone who would make a great progressive conservative candidate, he’s even a former banker, but he’s currently the liberal prime minister.

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Reposted by Jonathan Norris

OpenFeature @openfeature.dev · 11/04/2025

Looking for your feature flag evaluations to be tied to your error and performance monitoring, take a look at @sentry.io new OpenFeature Hooks: openfeature.dev/blog/sentry-...

openfeature.dev

Sentry OpenFeature Integration | OpenFeature

Announcing Sentry's OpenFeature integration for enhanced feature flag observability

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Jonathan Norris @jonathannorris.bsky.social · 31/03/2025

On my way to London for #KubeCon and @openfeature.dev summit! Excited to give a talk and MC. Going to need to channel my @andrewdmaclean.bsky.social energy.

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Reposted by Jonathan Norris

Mark Carney @mark-carney.bsky.social · 22/03/2025

Elbows up, Canada.

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Reposted by Jonathan Norris

OpenFeature @openfeature.dev · 21/03/2025

Happy to share that OpenFeature Node.js Providers are now supported by the open-source @vercel.com Flags SDK for Next.js and SvelteKit. Check out the details: openfeature.dev/blog/vercel-...

openfeature.dev

Vercel Flags SDK - OpenFeature Adapter | OpenFeature

Announcing Vercel Flags SDK OpenFeature Adapter

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Jonathan Norris @jonathannorris.bsky.social · 19/03/2025

I had a lot of fun hacking on a Codemod.com for @openfeature.dev, automatically transforming a codebase to OpenFeature has that magical 🧙‍♂️✨ feeling: github.com/DevCycleHQ-S...

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Reposted by Jonathan Norris

OpenFeature @openfeature.dev · 19/03/2025

🎉 Hackathon recap! @devcyclehq.bsky.social recently hosted a hackathon to explore OpenFeature, and the results were incredible! Check out the projects ranging from OpenFeature CLI improvements to using OpenFeature Remote Evaluation Protocol with CloudFlare Workers!

openfeature.dev

DevCycle March 2025 - OpenFeature Hackathon | OpenFeature

DevCycle March 2025 OpenFeature Hackathon

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