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m3h

619 karmajoined 13 tahun yang lalu
Hello there

Chief Product Architect at APIMatic... I help API providers create the best Developer Experience for their APIs through awesome client libraries and documentation.

I spend a lot of time thinking about HTTP APIs and Code Generation.

Email at mehdi [at] apimatic [dot] io.

LinkedIn: https://www.linkedin.com/in/mehdi-jaffery/

- Mehdi Raza Jaffery

Submissions

GPT 5.5 uses Grug Brained talk during reasoning for 2x token efficiency

youtube.com
4 points·by m3h·11 hari yang lalu·0 comments

Vibe Coding to Agentic Engineering: A Three-Phase Workflow with Claude Code

apimatic.io
2 points·by m3h·12 hari yang lalu·0 comments

AI SDK 7 is available

vercel.com
2 points·by m3h·15 hari yang lalu·0 comments

US Government Asks OpenAI to Stagger AI Model Release

bloomberg.com
2 points·by m3h·15 hari yang lalu·1 comments

Vibe Coding to Agentic Engineering with Claude Code

apimatic.io
1 points·by m3h·17 hari yang lalu·0 comments

Codex usage grows after Fable nerf model release

twitter.com
2 points·by m3h·bulan lalu·0 comments

Replace your CI with a merge queue

blog.exe.dev
4 points·by m3h·bulan lalu·0 comments

Wslc: A native Linux container runtime for Windows

boxofcables.dev
23 points·by m3h·bulan lalu·0 comments

[untitled]

1 points·by m3h·bulan lalu·0 comments

Wterm – A terminal emulator for the web

wterm.dev
66 points·by m3h·bulan lalu·18 comments

Ask HN: Are LLMs creating busy work?

5 points·by m3h·2 bulan yang lalu·7 comments

Migrate from Stainless to APIMatic CodeGen

migrate-from-stainless.apimatic.io
1 points·by m3h·2 bulan yang lalu·0 comments

APIMatic – Type-safe SDKs for 7 languages from an OpenAPI spec

apimatic.io
4 points·by m3h·2 bulan yang lalu·1 comments

Training MiniMax-M2.1

minimaxi.com
3 points·by m3h·6 bulan yang lalu·0 comments

Neptune.ai Is Joining OpenAI

neptune.ai
1 points·by m3h·7 bulan yang lalu·1 comments

React Compiler

react.dev
1 points·by m3h·9 bulan yang lalu·0 comments

Sora iOS App

apps.apple.com
1 points·by m3h·9 bulan yang lalu·1 comments

comments

m3h
·1 jam yang lalu·discuss
The author shared their experience building the first version in a month: https://themackabu.dev/blog/js-in-one-month

And then the follow up few months later: https://themackabu.dev/blog/ant-part-two

I'm not sure what the economics of building a new runtime and ecosystem from scratch are but it seems we're already in a phase where individual developers are creating software which previously took a whole team. And its only getting started...
m3h
·kemarin dulu·discuss
[dead]
m3h
·kemarin dulu·discuss
We have an official pelican on a bicycle from the OpenAI livestream:

https://imgshare.cc/mz9xwut3
m3h
·3 hari yang lalu·discuss
The speed up numbers based on their testing:

    Codebase    | TypeScript 6 | TypeScript 7 | Speedup
    ------------|--------------|--------------|--------
    vscode      | 125.7s       | 10.6s        | 11.9x
    sentry      | 139.8s       | 15.7s        | 8.9x
    bluesky     | 24.3s        | 2.8s         | 8.7x
    playwright  | 12.8s        | 1.47s        | 8.7x
    tldraw      | 11.2s        | 1.46s        | 7.7x
Congratulations to the team for pulling off this feat while doing a responsible migration (looking at you, Bun).

Quick question: How does this affect downstream tools like tsdown and esbuild, which need to build the TypeScript codebase? Can I use TS 7 and current tsdown together?
m3h
·6 hari yang lalu·discuss
When I reviewed the conversations affected by this issue, they did not always align with my feeling of "degraded output".

Some were definitely below par, and I recall having to iterate on the generated code more than I wanted to. However, it is only true for a very small number of conversations.

So we're looking at a small set of affected conversations, and even within that small set, only a few will have degraded output, likely because the model can compensate for the reasoning defect over the long conversation.
m3h
·6 hari yang lalu·discuss
Indeed, it looks like my work has suffered from the clustering issue as well:

  reasoning_output_tokens    count    percent
  ━━━━━━━━━━━━━━━━━━━━━━━━━  ━━━━━━━  ━━━━━━━━━
                         0      873    28.5948
  ─────────────────────────  ───────  ─────────
                         8       64     2.0963
  ─────────────────────────  ───────  ─────────
                         9       60     1.9653
  ─────────────────────────  ───────  ─────────
                        11       54     1.7688
  ─────────────────────────  ───────  ─────────
                       516       48     1.5722
  ─────────────────────────  ───────  ─────────
                        12       45     1.4740
  ─────────────────────────  ───────  ─────────
                        10       43     1.4085
  ─────────────────────────  ───────  ─────────
                        17       40     1.3102
  ─────────────────────────  ───────  ─────────
                        13       38     1.2447
  ─────────────────────────  ───────  ─────────
                        14       36     1.1792
Created a script for this: https://github.com/thehappybug/codex-reasoning-token-check
m3h
·10 hari yang lalu·discuss
Also, kudos to the Z.ai team for adding Linux support from day one.
m3h
·10 hari yang lalu·discuss
Z.ai documents integrations with nearly all the popular CLI-based agents: https://docs.z.ai/devpack/tool/others

If you're already used to your TUI coding agent, you don't need the desktop agent. Although it is nice that it is there for folks who prefer the Codex App/Claude App UI approach.
m3h
·11 hari yang lalu·discuss
Correct. Albeit the nuance here is that a more capable model might solve problems more efficiently and faster, possibly saving you tokens.

As with any new model, you won't know the real impact until you start using it for your workload.
m3h
·11 hari yang lalu·discuss
I didn't realize GPT 5.3 Codex was that good.

OpenAI claims to have made their new Terra model as good as GPT 5.5, but with half the cost per intelligence. Hopefully, this will bring it closer to the price you're expecting (or even better considering GPT models have good acceptance/success rates according to benchmarks).
m3h
·11 hari yang lalu·discuss
I think you should try an OpenAI model like GPT 5.5. It is better at following instructions and boundaries set during prompt. It feels like a more capable "agent assistant" than Claude models but without loss of intelligence.

Most of my work involves "Agentic engineering" instead of fire-and-forget. I like to stay involved during the planning as well as review and ask a lot more questions from the agent than I've seen others doing. In a way, I'm using the agent in a sort of "hyper auto-complete" mode to fill in the blanks (rather big blanks) once I've set out the requirements, scope and design (sometimes specific module boundaries). This works best for me.
m3h
·11 hari yang lalu·discuss
Important to note: "Sonnet 5 is an upgrade to Sonnet 4.6, but it uses an updated tokenizer that changes how the model processes text to improve performance (this is similar to the tokenizer change we introduced with Claude Opus 4.7). The tradeoff is that the same input can map to more tokens: roughly 1.0–1.35× depending on the content type. The introductory pricing is set so that the transition to Sonnet 5 is roughly cost-neutral."
m3h
·11 hari yang lalu·discuss
Why is Claude Sonnet 5 allowed to be released but OpenAI Terra not? Are they not the same class of models?
m3h
·15 hari yang lalu·discuss
If GPT-5.6 preview is not available outside US government approved "trusted partners", I don't see how the General Available can be trusted later.

Who knows what they will fix, block or change in the model between the preview and GA time. Open models can't arrive soon enough.
m3h
·22 hari yang lalu·discuss
Or we could simply hallucinate that the packages are there at the three houses.

Hallucinations all the way down...
m3h
·2 bulan yang lalu·discuss
How are you measuring progress at your company?

Do you feel AI agents are helping you achieve company goals faster now?
m3h
·2 bulan yang lalu·discuss
Might I recommend trying APIMatic out: https://migrate-from-stainless.apimatic.io/
m3h
·2 bulan yang lalu·discuss
Helpful link: https://migrate-from-stainless.apimatic.io/
m3h
·2 bulan yang lalu·discuss
On a side note, for those impacted by the recent Stainless API wind down, APIMatic is offering 50% off for the first year: https://migrate-from-stainless.apimatic.io/
m3h
·2 bulan yang lalu·discuss
Congratulations to the Stainless team for their hardwork.

We are offering a 50% off for the first year subscription price at www.apimatic.io for companies impacted by this.

If you're looking for a solid long term SDK and docs partner, APIMatic is the OG CodeGen serving companies like PayPal, Maxio and PayQuicker for the past 10 years.

Reach out to [email protected] and I'll help you migrate.

PS: sorry for the shameless plug but sdks and APIs are my life and blood :-)