t_koded
842 posts

t_koded
@T_koded
| software developer | technical writer
Se unió Mayıs 2018
553 Siguiendo175 Seguidores
t_koded retuiteado

So last week I got hit by a client with "sorry we took all the docs work your team did over the last 3 months which was great, fed it to Claude Code and we're good going forward". $5k+ MRR up in smoke.
I think that's when I might have finally gotten past the denial stage, that AI is coming for my business, @hackmamba, a technical content agency.
As an engineer and technical writer (now double-fked I guess) I'm a big purporter that AI is like electricity, making things better, but the last 2 weeks have been, shocking (pun intended). Maybe I'd just been slow, doing too much talking and less doing.
So what did I do after J hit me with the contract cancellation line, I started looking for ways to do more with AI without crossing the blurry line that is generating slop. As a former PM, the first culprits of my evaluation were anything we spent more than 10 hours per month doing. If you're looking for a way to start a similar evaluation, that's one way to go.
Technical reviews came up first. We work in teams shipping fast and need to get docs ready for developers and agents. Documentation is the ground truth before MCPs etc take over. So we spend a good amount of time reviewing docs PRs sent in by technical writers for accuracy, tone, shit code, typos, consistency with the overall style, persona match, clarity for sales and marketing usage etc.
So I did the next logical thing a software engineer (bless that job title) would do; I made a system prompt with everything we know and documented internally, plus everything I know about docs, individual frameworks, patterns etc. Then I built Fowel.ai (should sound like vowel, not foul) with it to handle deep GitHub PR reviews on documentation that was both written by a human or AI generated.
Frankly, I don't care at this point. If the end goal is to ship great docs for humans and agents, why care who wrote it. AI agents don't care. We likely won't need docs at all in the future.
Maybe I'm cooked for making such mental shift towards building the guardrails and quality enforcements. Time will tell.
We've seen a huge reduction in time to get PRs into production by about 80%, which I like. Do try Fowel if you're looking at the speed of getting great docs content out, and I appreciate any feedback shared. It's free to use too.
This project was heavily inspired by @coderabbitai (we use them internally and they're amazing). Thanks in advance and let me know if this is shit too. I don't mind brutal feedback.

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t_koded retuiteado

Day 7 of 24: Our Head of Design, @_citydovee 🎄💜
Q: What’s one thing you’re grateful for, and one thing you want to improve in your craft as the year ends?

Hackmamba@hackmamba
December came, and so did our own version of the Advent Calendar! 🎄 Each day this month (until the 24th), a member of the team will share their answer to this: “What’s one thing you’re grateful for, and one thing you want to improve in your craft as the year ends?” We’ve got 24 stories of reflection, growth, and gratitude coming your way 💜
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t_koded retuiteado

I wrote an article on how to build and deploy a Smart contract on Aztec.
temitopeoyedele.hashnode.dev/how-to-build-a…
Big shoutout to @aztecnetwork
#Web3 #SmartContracts #ZK
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I attended @oscafest yesterday and did a little guessing game with some of the attendees. Enjoy!
vt.tiktok.com/ZSAdQpTSG/
#oscafest2025 #oscafest #programming
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t_koded retuiteado

Over 40% of businesses use web scraping as a key data strategy.
From competitor tracking to lead gen, it's fast, cost-effective, and real-time.
Check out 👉 spidra.io
#WebScraping #DataDriven #Spidra #LeadGeneration #DataStrategy

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You ever outgrow docker-compose so badly it starts gaslighting you?
It’s great when your stack is small. You can spin up a DB, an API, maybe Redis. But then your app starts needing things like:
IAM-tied identity providers
Shared message queues
Access-controlled APIs across teams
And suddenly, "run locally" isn’t local anymore.
You either start mocking everything (poorly) or push to staging to test basic behavior.
The truth is:
Local development has changed. The shape of what we build has outpaced the old tooling.
That’s why this guide by @metalbear explores something else entirely:
Running your local app with remote cluster access.
Let’s break it down. Link in the comments

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If you're building anything fintech, you'll need a reliable way to verify your users' bank accounts. @theflutterwave makes that easy with their Bank Account Verification API. It's simple, fast, and gets the job done.
Try it out.
#Flutterwave #Fintech #API #BankVerification
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My new portfolio site is finally live at ajidevictor.com ✨
I’ve been putting in work, and I’m proud of how it turned out.
Check it out and let me know what you think.
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When we say connectivity, it's more than just technology. It's a lifeline - bridging distances to bring hopes alive, it's about staying human!
#stayconnected
#stayconnectedwithMTN
Cc: @MTNNG
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@Janda_Samuel Actually, he’s part of it. How the hell would you leave amad on the BENCH to play Anthony!
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HAVE YOU DATED A TECH BRO OR A TECH SIS BEFORE?
(Devfest Lagos edition)
vm.tiktok.com/ZMhGKM6k2/
#DevFest24 #DevFestLagos2024 #DevFestLagos
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