Tumelo Mwaba

10001110101

[Tumelo Mwaba @TumeloMwaba]

Focus on 'Tech-Driven' Value.

[Tumelo Mwaba @TumeloMwaba]

After 3 stagnant years of sub-1% earnings growth, Euro area corporate earnings are hitting a positive inflection point. Consensus now projects 17% earnings growth in 2026 and 10% in 2027. US & Asia ex-Japan still lead absolute earnings growth globally, but Euro area Industrials and Financials offer high-conviction cyclical upside to round out multi-asset portfolios.

[Tumelo Mwaba @TumeloMwaba]

The Bank of Japan’s interest rate trajectory is undergoing a significant policy recalibration. Forecasts have shifted from expecting just one additional rate hike to two rate hikes before the end of 2026. The structural era of cheap Yen shorts is giving way to a new macroeconomic reality where domestic Japanese yield dynamics will directly influence global institutional asset flows.

[Tumelo Mwaba @TumeloMwaba]

Build the digital identity, transaction logging, and registry stacks first. When you turn unrecorded operating history into verifiable data, inclusion happens automatically.

[Tumelo Mwaba @TumeloMwaba]

Treasury buybacks smooth secondary market friction, but they don't change macro gravity. Plan your capital structure around sticky, range-bound long-term borrowing costs

[Tumelo Mwaba @TumeloMwaba]

Financing is part of a company’s long-term development journey. Advisers who solve the funding structure first, not last, will lead the next cycle in regional capital markets

[Koa.eth @KoaWeb3]

No risk, No lambo

[Boluwatife @TEEPHTREND]

Normalize praying before embarking on journeys. Long or short. Leaving your house and returning safely is a blessing.

[Tumelo Mwaba @TumeloMwaba]

@Bro_Code_x List

[Tumelo Mwaba @TumeloMwaba]

https://t.co/D0uMqyzXDx via @resharper?twitter_en_US

[Tumelo Mwaba @TumeloMwaba]

I completed the May challenge faster than 86.1% of all learners on Duolingo!

[Tumelo Mwaba @TumeloMwaba]

Learn a language with me for free! Duolingo is fun, and proven to work. Here’s my invite link: https://t.co/6syJTYEBCa

[Alis @jptorach]

"Good men must know violence, so evil men do not become fluent in it”. -Miyamoto Misashi. Japanese swordsman, strategist, artist, and writer.

[Elon Musk @elonmusk]

Neuralink progress

[Mario Nawfal @MarioNawfal]

🇨🇳 A Chinese EV just broke Bugatti's all-time speed record. 308 mph on a battery.

The Chiron held that record for 6 years with a 1,600 hp W16 and BYD cleared it with 4 electric motors.

The crown is Chinese now.

[Tumelo Mwaba @TumeloMwaba]

I completed the April challenge faster than 87.1% of all learners on Duolingo!

[LinuxBTW @stevenharms]

The Framework 13 Pro is one of the most beautiful laptops I have seen - new screen, repairable, cnc aluminum chasis, new speakers, and forever battery life

[Tumelo Mwaba @TumeloMwaba]

100X

[Animesh Koratana @akoratana]

Introducing: PlayerZero

The world's first Engineering World Model that puts debugging, fixing, and testing your code on autopilot.

We've raised $20M from Foundation Capital, @matei_zaharia (Databricks), @pbailis (Workday), @rauchg (Vercel), @zoink (Figma), @drewhouston (Dropbox), and more

PlayerZero frees up 30% of your engineering bandwidth by:
1.⁠ ⁠Finding the root cause for bugs & incidents in minutes that engineering teams take days to identify.
2.⁠ ⁠Predicting in minutes, edge case issues that a 300-person QA team would take weeks to find.

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Here's why this matters:

No one in your org has a complete picture of how your production software actually behaves.

Support sees tickets. SRE sees infra. Dev sees code. Each team builds their own fragmented view - and none of these systems talk to each other. When something breaks, everyone scrambles to stitch the picture together by hand.

PlayerZero connects all of it into a single context graph -

→ The Slack thread where your lead said "we went with X because Y fell apart in prod last time"
→ The PR review where an engineer explained the tradeoff
→ The lifetime history of your CI/CD pipeline, observability stack, incidents, and support tickets

So you can trace any problem to its root cause across every silo.

And it compounds. Every incident diagnosed teaches the model something new. The longer it runs, the deeper it understands - which code paths are high-risk, which configurations are fragile, which changes tend to break which customer flows.

So when you sit down to debug a live issue, you have your entire org's collective reasoning and production memory behind you - instantly.

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Zuora, Georgia-Pacific, and Nylas have reduced resolution time by 90% and caught 95% of breaking changes and freeing an average of $30M in engineering bandwidth.

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Our guarantee:

If we can't increase your engineering bandwidth by at least 20% within one week, we'll donate $10,000 to an open-source project of your choice.

Book a demo - https://t.co/dH1dulIwSS

[Amnesty West & Central Africa @AmnestyWARO]

In Northern Ghana, hundreds of women accused of witchcraft live in exile.
Their voices are at the center of the exhibition 'Ghana: Branded for Life'. As many of them say: “I’m not a witch.”

Explore their stories and experiences through this virtual exhibition.