𝚃𝚊𝚖

builder 🧱

[Chapi Menge @chapimenge3]

We benchmarked every open Amharic speech model on data none of them had seen.

The 606M model beat the 963M one.
The monolingual beat the multilingual.
CER and WER disagreed on the winner.

Then we built a 538MB language model that fixes 3 more words per 100.

Try it on your own voice 👇

[𝚃𝚊𝚖 @tam__lem]

@glitch_ops_ @Zemedeneh I had the same frustrations with Awash Capital. Had to finally switch to prime capital. They activated my account within a day.

[𝚃𝚊𝚖 @tam__lem]

@TakeleUma I am getting others' tickets in the app. Needs a fix.

[𝚃𝚊𝚖 @tam__lem]

Grok back in the game, data was the missing element. and grok build is a great harness.

[Elon Musk @elonmusk]

Our internal assessment is that Grok 4.5 is roughly comparable to Opus 4.7, but much faster. The combination of capability, faster speed and lower cost is what makes it competitive.

We are closing the loop on real-world usefulness, not benchmarks. Hardcore engineers at Tesla & SpaceX find Grok 4.5 genuinely useful, which is what actually matters.

[𝚃𝚊𝚖 @tam__lem]

Added voice inputs to this, and has become core part of my workflow. also using it just as a voice transcriber in the cli.

[𝚃𝚊𝚖 @tam__lem]

@zats done, this is going to be a timesaver. works for codex and opencode in Terminator on Linux, supports keyboard shortcuts for adding comments and inserting back to chat input. host an early version here: https://t.co/ZSSB19aqGD

[𝚃𝚊𝚖 @tam__lem]

@zats don't really have to use the right click, the keyboard shortcuts work smoothly

[𝚃𝚊𝚖 @tam__lem]

@zats done, this is going to be a timesaver. works for codex and opencode in Terminator on Linux, supports keyboard shortcuts for adding comments and inserting back to chat input. host an early version here: https://t.co/ZSSB19aqGD

[𝚃𝚊𝚖 @tam__lem]

@zats let me try to do this in the terminal...

[𝚃𝚊𝚖 @tam__lem]

@thsottiaux @thsottiaux where is my reset, I am a cli user

[𝚃𝚊𝚖 @tam__lem]

@NexEcosystem @Rodrigocvnti very promising. slow on open-router currently, when paid option?

[𝚃𝚊𝚖 @tam__lem]

@AmirrNasirr @FanosMarkets @durov how come?

[𝚃𝚊𝚖 @tam__lem]

@cjzafir and codex again for review. by doing so train the next open source ai agents

[𝚃𝚊𝚖 @tam__lem]

@biruktesfayeve this is cool, upvoted 👍

[𝚃𝚊𝚖 @tam__lem]

@tomosman it will take a bunch of iterations

[𝚃𝚊𝚖 @tam__lem]

@thdxr been using it yesterday on ui work in opencode, does great job, and it good on instruction following.

[𝚃𝚊𝚖 @tam__lem]

A well defined, living product requirement is at the core of an automated software factory.

[Gokul Rajaram @gokulr]

BUILD YOUR OWN SOFTWARE FACTORY

The best companies in the world are all building their own software factories, using a combination of first party and third party tools.

The software factory is a set of background coding agents running in the cloud. Anyone at the company, engineering or otherwise, can invoke it from their phone or laptop. Different agents spec out the feature, submit a PR, do the review, and merge it into the target branch. (With the right human approvals based on the repo)

As @ericwilliamrea, CEO of @PodiumHQ , says: “one of our customers was having a problem; I tagged our software factory in the feedback on Slack; it went and cut a PR and built it and 15 minutes later we had a fix”.

CEOs: THIS is the best way to get your entire team - your PMs, designers, sales, marketers, execs - involved in the product development process.

Put a small dedicated team on building and continually improving your own software factory. The improvement in your team’s product velocity will be palpable.

[𝚃𝚊𝚖 @tam__lem]

@thenanyu folks saying prd are dead, haven't tried a proper prd based flow with agentic development. the completeness of such flow is astonishing.

[𝚃𝚊𝚖 @tam__lem]

@DanThaKaya would love to join

[𝚃𝚊𝚖 @tam__lem]

@danhailuend ቅን ልቦች ይበርክቱ!