Aplus.
1.7K posts


I paid 28k for antigravity and few minutes later I hit the limit. It's a useless app, I'm back to github copilot

Never imagined there was going to be a huge PMF of digital money spraying in Nigeria 😆

On the bright side , SportyClaw AI has just crossed 120,000 naira in revenue just after 2 days of adding a paywall 🥹 Thank God and thank you so much to everyone for their support and encouragement (and the FUD) To think I didn't even know this could have made it this far 😅 It's all happening so fast Job's not done , up only from here 🚀 Alot of features are coming for SportyClaw AI. More updates soon





Does anyone have any random fun facts about a very niche subject. I'm bored and love learning random things


AI(.)com was worth $100 in 1993. It sold for $70M in 2025 Danbao(.)ton was worth about $500 in 2020. It just sold for $2.2M If you believe in the future of anything, start making moves now. You can buy the next billion-dollar company’s domain or TG name for cheap and sell it for millions later As you were.❤️🦅

Do not use REST + polling + “is it done?” endpoints, use async jobs + webhook/callbacks + idempotency keys. Do not use cron + bash scripts + hope, use a workflow engine (Temporal / Argo Workflows) with retries, timeouts, and history. Do not use “logs in prod” debugging, use distributed tracing + correlation IDs + structured logs. Do not use manual SSH fixes on servers, use immutable deployments (containers/images) + GitOps. Do not use one giant DB for everything, use Postgres for OLTP + a real OLAP store for analytics (ClickHouse/Druid) and keep them separate. Do not use offset pagination at scale, use cursor/keyset pagination with stable ordering. Do not use global mutexes for rate limits, use token bucket with Redis/Lua or a dedicated rate-limit service. Do not use “exactly once” promises to sleep at night, use at-least-once + dedupe keys + idempotent handlers. Do not use Kafka as a queue for retries, use DLQ + retry topics + backoff (or a real queue like SQS) depending on semantics. Do not use “cache everything” reflexively, use caching only with correctness guarantees (TTL + stampede protection + versioned keys). Do not use “one config per env” copied around, use a single config schema + typed validation + runtime reload. Do not use ad-hoc feature flags in code, use a flag service + kill switches + gradual rollouts. Do not use dashboards as your alerting system, use SLOs + error budgets + actionable alerts (not spam). Do not use “k8s will autoscale it” as capacity planning, use load tests + p95/p99 budgets + real headroom math. Do not use “JWT everywhere” blindly, use short-lived access tokens + refresh + revocation strategy (or sessions when you need instant logout). Do not use “one big microservice mesh” to fix architecture, use clear boundaries + contracts + fewer services with better ownership. Do not use “just add more replicas” for DB pressure, use query shaping + indexes + caching + read replicas (in that order).

I don't mean to alarm anyone, but there is now a social media site for bots. They are already talking and posting. Humans welcome.



Speed: You don’t take cards, Zelle, Cash App, Venmo? Vendor: We don’t really do that in Nigeria Speed: Could you take USDC and USDT? Vendor: Yes! If you’re building for Africa and not optimising for crypto, you’re solving yesterday’s problems and designing for a fast failing system. Crypto is inevitable!







