Omofayowa

Computer Vision Engineer (Eyes of the AI)

[Mangoline @Mangoline_25]

Show me your FPL draft.

Rate and Suggest 👇🏽

#FPL #MangolineFPL

[Mangoline @Mangoline_25]

The Premier League is back in four weeks 🔥

Gameweek 1 kicks off Friday 21 Aug.

Time to lock in those squads.
And this season, Mangoline is your one-stop platform for managing every FPL league, track scores, rivalries, and bragging rights all in one place.

Who’s ready? Drop your GW1 team below 👇

How to Link your FPL squads on the Mangoline App coming soon.

#Mangoline #Fantasyfootball #PremierLeague #Gameweek1​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
#FPL

[Omofayowa @ichbinflange]

@GunnerPuls Zé Roberto

[codila @0xCodila]

Andrew Ng just dropped 8-page PDF on 4 agentic steps "from Loops to Graphs from scartch"

The twist: agent has amnesia without both: Loops let agents think - Graphs let agents remember

here's 4 workflows, step by step:

step 1 → reflection - agent writes, second prompt critiques, agent rewrites - one self-review loop beats a smarter model with none

step 2 → tool use - give it search, code execution, APIs - thinking without tools is hallucinating

step 3 → planning - break the task into JSON steps before running - Step fails? Agent replans around it

step 4 → multi-agent - stop running one agent - run a team - one codes, one reviews, one tests

how to wire this today:

step 5 → add one critique call after every generation - 10-30% quality lift, one day of work

step 6 → connect all 4 into a graph - agents share memory instead of transcripts - agent forgets, graph doesn't

the result: a weak model with 4 steps destroys a strong model without them - same cost, it's the architecture

this 8-page PDF is what comes after loop engineering

save this - then read the full build workflow in the article below ↓

[Fantasy Premier League @OfficialFPL]

Fantasy Premier League is LIVE for 2026/27! 🚨

Now available in English, Spanish, Arabic and Thai 👇

[Kylian Mbappé @KMbappe]

I’M BACK 😏 @EASPORTSFC

[Mangoline @Mangoline_25]

Thank you all for an incredible MFL World Cup 26 season ⚽️

Here are the final Leaderboards across our 3 leagues:

🏆 Mangoline League – Champion crowned with 567 points.
🏆 Elite FPL – Champion crowned with 324 points.
🏆 Classic League – Champion crowned with 567 points.

Massive respect to every manager who made it to the top of their respective leaderboards. What a campaign! 🔥

#MFL #WorldCup26 #Mangoline

[Omofayowa @ichbinflange]

@Mangoline_25 Thank you very much @Mangoline_25 for this World Cup run. I look forward to the upcoming season.

[Mangoline @Mangoline_25]

Thank you to everyone who made our World Cup Fantasy season incredible! ❤️

From Football Twitter Community and Mangoline League to the Elite FPL Managers League, hundreds of managers brought passion, strategy, and big hauls all the way to the end.

Huge congratulations to the winners and massive respect to every manager who competed till the final whistle.

Big shoutout to our Influencers, Space Hosts, the Elite FPL group, FT and everyone who partnered with Mangoline, your support made it special.

@Lastofus2090 @_kobbyphocus @Barcaxtr @EliteFPLManager @AlabroElisha @RajiAFC @adesojichoosen @undefeatedboom @Undisputed_bigE @highbeeyajibola @Finesttemi @tee_lagz @sir_palmerjr @Kaleyemi_01 @ichbinflange @Trenches_Baale @Jayson_Vamos @RILGEM_KAY @Lord_strange98 @Adeyemi12740 @Minutes_rtd @_Cloneeeee @FemiGreatness @Godwinuchm @Finesttemi @veshomiya @Yimikatalksport @mariam4gunnerz @OsasPluto @alvater_ @crestabel_ @HakeemK2ice @iam71Methods @TheBluechant @drgoaderr @1amsepp @Wa_Le_001 @Mangoline25 @AjsportN @Segun_x_

The FPL & UCL are coming… Who’s ready to come back stronger? 🔥

#MangolineWC #WorldCupFantasy #Mangoline #FantasyFootball #MFL

[Omofayowa @ichbinflange]

@EliteFPLManager @Mangoline_25

[Omofayowa @ichbinflange]

@EliteFPLManager @Mangoline_25 @highbeeyajibola does your look better ? @topsy380 I bet yours is very dry

[Elite FPL Managers @EliteFPLManager]

The #WorldCup2026 is finally over and we have had the Messi talk, Yamal talk, Ronaldo talk...Now it's time to brag with your mates on the @Mangoline_25. If your season trophy cabinet does not look like this, don't speak to me 😂

#EliteFPLManagers, let's see your cabinets 👇

[FIFA World Cup @FIFAWorldCup]

Spain are #FIFAWorldCup Champions. 🏆

[AJ @Kaleyemi_01]

Congratulations to Spain 🇪🇸
FIFA World Cup 2026 Winners.

Big contracts to 3 Arsenal ballers on another major trophy 🏆 Zubimendi, Merino and Raya 👏🏽🥇🔴⚪️

[Mangoline @Mangoline_25]

Join the Conversation…
https://t.co/cArXrTrYys

[Mangoline @Mangoline_25]

Third Place Play-Off incoming! 🔥

Pride on the line. Two proud nations battling for bronze in a fiery showdown.

Who takes third? Drop your prediction and fantasy captain choice below 👇

Are you bargaining on top players selection or making a massive overhaul and differential changes.

One last dance before the grand finale! 💪

#MFL #Mangoline #ThirdPlacePlayoff #FantasyFootball

[Mangoline @Mangoline_25]

Gameweek 7 is DONE in the Elite Manager League and we’re heading into the grand finale next week!

Current Top 3:
• 1st — StrangerZone → 51 pts
• 2nd — Afrika Utd → 50 pts
• 3rd — Mae FC → 45 pts

Super tight at the top with everything still to play for in the final gameweek.

Massive respect to the leaders holding firm. How did your team finish?

#Mangoline #WorldCup #Semifinals #FantasyFootball

[Mangoline @Mangoline_25]

Gameweek 7 is DONE in the Mangoline WorldCup Fantasy and we’re heading into the grand finale next week.

Current Top 3:
• 1st — Trenches FC → 59 pts
• 2nd — Danny AFC → 58 pts
• 3rd — AJSport FC → 55 pts

Super tight at the top with everything still to play for in the final gameweek! Massive respect to the leaders holding firm.

How did your team finish? Drop teams Below👇🏽

#Mangoline #WorldCup #FantasyFootball​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​ #MFL

[Mangoline @Mangoline_25]

🚨SEMI-FINAL RESULTS ARE IN.
FINAL GAMEWEEK LOADING🔥⚽️

SPAIN vs ARGENTINA in the most anticipated World Cup Final 2026.

Top Fantasy Managers, how did your Mangoline Fantasy teams hold up?

Drop your squads below 👇 Who’s still in the race for the final glory?

This is it, managers, the FINAL GAMEWEEK of the entire World Cup fantasy tournament.

#Mangoline #FantasyFootball #Semifinals #DifferentLeaguesOnePlatform #MFL

[Ojora Babatunde @ojbsports]

Spain didn’t prove Arsène Wenger or some of us wrong. This game wasn’t decided by Spain’s attacking depth.

Spain didn’t do anything new. That’s why I put this defeat on Didier Deschamps.

You can’t approach the same opponent the same way and expect a different outcome. Against a team like Spain, France needed to be more pragmatic, stay compact, protect the midfield, and frustrate their rhythm before thinking about attacking.

In games of this magnitude, control wins before flair does.