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m3h

619 karmajoined 13 лет назад
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 дней назад·0 comments

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

apimatic.io
2 points·by m3h·12 дней назад·0 comments

AI SDK 7 is available

vercel.com
2 points·by m3h·15 дней назад·0 comments

US Government Asks OpenAI to Stagger AI Model Release

bloomberg.com
2 points·by m3h·15 дней назад·1 comments

Vibe Coding to Agentic Engineering with Claude Code

apimatic.io
1 points·by m3h·17 дней назад·0 comments

Codex usage grows after Fable nerf model release

twitter.com
2 points·by m3h·30 дней назад·0 comments

Replace your CI with a merge queue

blog.exe.dev
4 points·by m3h·в прошлом месяце·0 comments

Wslc: A native Linux container runtime for Windows

boxofcables.dev
23 points·by m3h·в прошлом месяце·0 comments

[untitled]

1 points·by m3h·в прошлом месяце·0 comments

Wterm – A terminal emulator for the web

wterm.dev
66 points·by m3h·в прошлом месяце·18 comments

Ask HN: Are LLMs creating busy work?

5 points·by m3h·2 месяца назад·7 comments

Migrate from Stainless to APIMatic CodeGen

migrate-from-stainless.apimatic.io
1 points·by m3h·2 месяца назад·0 comments

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

apimatic.io
4 points·by m3h·2 месяца назад·1 comments

Training MiniMax-M2.1

minimaxi.com
3 points·by m3h·6 месяцев назад·0 comments

Neptune.ai Is Joining OpenAI

neptune.ai
1 points·by m3h·7 месяцев назад·1 comments

React Compiler

react.dev
1 points·by m3h·9 месяцев назад·0 comments

Sora iOS App

apps.apple.com
1 points·by m3h·9 месяцев назад·1 comments

comments

m3h
·позавчера·discuss
[dead]
m3h
·позавчера·discuss
We have an official pelican on a bicycle from the OpenAI livestream:

https://imgshare.cc/mz9xwut3
m3h
·3 дня назад·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 дней назад·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 дней назад·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 дней назад·discuss
Also, kudos to the Z.ai team for adding Linux support from day one.
m3h
·10 дней назад·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
·10 дней назад·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
·10 дней назад·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 дней назад·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 дней назад·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 дней назад·discuss
Why is Claude Sonnet 5 allowed to be released but OpenAI Terra not? Are they not the same class of models?
m3h
·15 дней назад·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
·21 день назад·discuss
Or we could simply hallucinate that the packages are there at the three houses.

Hallucinations all the way down...
m3h
·2 месяца назад·discuss
How are you measuring progress at your company?

Do you feel AI agents are helping you achieve company goals faster now?
m3h
·2 месяца назад·discuss
Might I recommend trying APIMatic out: https://migrate-from-stainless.apimatic.io/
m3h
·2 месяца назад·discuss
Helpful link: https://migrate-from-stainless.apimatic.io/
m3h
·2 месяца назад·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 месяца назад·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 :-)
m3h
·7 месяцев назад·discuss
Why do major LLMs block china? Isn't that a potentially huge market for them?