Slides: No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer

Source Video

No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer

Relationship To World's Fair 2026

These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.

Related Scheduled Sessions

Extracted Slides

slide-001.jpg

OCR text:

ae

| |

ae: \ 3

a a tS

slide-002.jpg

OCR text:

Yegor’s Talk:

=e 100k Devs across all company sizes

Most AI in Software Eng leads to

rework

me Re ee ee cee adexherthy coc td

NO VIBES ALLOWED: SOLVING HARD PROBLE

en eee DEX HORTHY /Foundera ceo HumanLayer

slide-003.jpg

OCR text:

—— . Software Engineering Productivity Increases from Al Use ,

Orientative Guidelines

c +10-15% +0-10%

2 Complex tasks require deeper Constrained by outdated code &

2B human insight intricate dependencies

aL x

@

a

E .

°

0

¥

Vey +35-40% +15-20%

3S These tasks are often repetitive Legacy projects still benefit on

and well-defined simpler tasks

—P Greenfield Brownfield

Project Maturity

AIE /CODE ODEBASES NO VIBES ALLOWED: SOLVING |

en eee DEX HORTHY /Founcera.ceo ~HumanLayer

slide-004.jpg

OCR text:

reallyf..

Never going back

hard

ovibes allowed|adrthy

Code Summit

AIE

slide-005.jpg slide-006.jpg

OCR text:

Slightly smarter - intentional compaction

[__“Syeten taotreetione sym ratrvetionn 1

a C ae : aati =

( —aeneahe ie |

( wis} | Intentional Compaction *— ois)

[Wear enaneye —_i=—=~SC~*«~<

a "Write everything we did ( Rens wreyenned

ye C7 so far to progress.md, ( Rewdl? }

a j ensure to note the approach oc

— | 1 Asabatant messane we're taking, the steps | progress oe )

e ae we've done so far, K LD

—r and the current failure ( Save) )

oS | we're working on” Cai?)

Ca (a)

Terie weed 6c (___—~*d

a. rn a worsens t

NMRA prearase te pregrane ot 0 X J

| . us . 4

Aepee

no vibes allowed | a@dexhorthy Code Summit |

athens Tamer Mio] acm |-iel [unl (tama Xen Kel:) AMV KG01 1-10] Mm 00 Kee egy

Google DeepMind 88 Cognition & FACTORY @Graphite sneo4j Yauth@ > worko

slide-007.jpg

OCR text:

owed

adexhorthy

Code Summit

AIE

Code Surmit

Googeaodied

slide-008.jpg

OCR text:

a

- a ae | a: i a

| | =) |

_ tha; ems a

slide-009.jpg

OCR text:

“3 ai that works: Advanced Context Engineering for Coding Agents

A deep dive into managing research, specs, and planning to get the most out of coding agents and coding CLis

Video (1h27m)

i uO Hyper Engineering

| - fel iaF [=

we

&

® ai that works #17 [a] ic r

es)

NY Pd beewe

no vibes allowed | adexhorthy Code Summit |

Engineering the future of Al

slide-010.jpg slide-011.jpg

OCR text:

Challenges With this approach

. Either too long or under-specified

| It gets out of date

—— so vibes allowed a&dexhorthy foc tad

Engineering the future of Al

slide-012.jpg

OCR text:

9 Mitchell Hashimoto 's)

/ - My favorite part about is that you can share your whole

session globally. PRs with Amp threads attached make me very, very

happy as a maintainer. here is one from a bug fix this morning:

ESA

as ee Ps ape ¢

a no vibes allowed &dexhorthy see EST

Engineering the future of Al

slide-013.jpg

OCR text:

wed | adexhorthy mn

Code Summa

wm | | fi

aan —

—— ———

Slide-Derived Subjects To Review

Subject extraction uses video title, related session titles/descriptions, transcript context, and OCR text when available. OCR is best-effort and should be reviewed against the embedded slide images.