Top Tweets for #DEVELOCITY
Your fresh CI runner downloads hundreds of megabytes before any test runs. Why?
Stalled downloads fail jobs. Develocity 2026.3 caches them nearby, Python setup is up to 40% faster. https://t.co/5sEkL6xCvc
#ShipNote #Develocity
Your build passes, but it misses the cache on work that didn’t change. Logs don’t say why.
Two bytes change upstream and every downstream cache key resets, so you pay on every run. Build Scans show exactly which input changed. https://t.co/Rf3XDk8iWL
#WhatWeLearned #Develocity
Gradle Technologies is now Develocity, and https://t.co/kJ2v1lEj6l redirects to https://t.co/O9RRu3Rl8G. FYI for anyone who missed the news.
#Gradle #Develocity #Rebrand
Your agents write fast. Then they wait on CI. Every failed build means more cost, more waiting.
Cache what hasn't changed. Run only the tests you need. Get back to shipping.
https://t.co/z9B5dApWXJ
#TheReframe #Develocity
Slowest, most-run, and most-recently-broken are 3 different lists.
The slowest step costs the most per run, the most-run one costs the most per week, and the one that broke last week costs trust no dashboard shows.
Which one does your team fix first?
#OneQuestion #Develocity
1 run reported 48 minutes, but it waited 4 hours.
Apache Pulsar. The PR passed, then waited.
Subtract created_at from run_started_at. That gap is the queue wait, and CI does not report it, so you cannot work on it. Now you can.
https://t.co/UnHJ8U9R6g
#MachinePace #Develocity
The CRA reporting clock started. You have about 14 months.
What it asks for is per-package: for a given binary, what went into it and how it was built.
Provenance is recorded at build time, is yours inferred later?
https://t.co/2GWPTZRo7o
#TheClock #Develocity
Quick tip 🛠️ Cache key debugging in #Develocity:
- See exactly what inputs formed the cache key
- Spot volatile timestamps or absolute paths instantly
- No guessing from logs
https://t.co/7BxK6BRIwT
New from #Develocity! We ran a benchmark most vendors won't:
Same model, same problems, one variable changed:
- Logs only: 4/40 runs solved
- + Build Scan data: 36/40 runs solved
Full results: https://t.co/jcmInKbySJ
Quick tip 🛠️ Observability isn't a dashboard, it's a trail:
- What ran
- What it depended on
- What was flagged
- What shipped anyway
If you can't answer all four, you don't have observability yet.
#Develocity #DPE
Quick tip 🛠️ Non-deterministic tasks silently break your cache:
- Timestamps in outputs
- Unordered file lists
- Absolute paths
- Random UUIDs at build time
Fix these first. Caching can't save you otherwise.
#Develocity #CI
Quick tip 🛠️ Before adding more CI compute:
- Check your cache hit rate first
- Check for non-deterministic tasks
- Check task-level parallelism
- Then decide if you actually need more machines
#Develocity #BuildCache
Whitepaper: GenAI Won't Replace Your CD Pipeline — It Will Stress It
- More commits, more PRs, more test runs
- CI sized for yesterday's pace
- What to fix before it breaks
https://t.co/Ujk0enaXK4
#Develocity #GenAI #CI
New guide 📘 Flaky Tests: The Productive Developer's Guide
Inside:
- Why flaky tests erode trust in CI
- Quarantine vs. ignore
- Building a reliability culture
https://t.co/9qv3P3ypLn
#FlakyTests #Develocity
Quick tip 🛠️ Build failing and you don't know why?
#Develocity Build Scan shows you:
- Exact failing task
- Full console output
- Dependency + config context
- Comparison to past builds
Stop scrolling CI logs.
#Troubleshooting #CI
DuckDuckGo cut Android CI build times by up to 57%:
- Diagnosed cache misses systematically
- Fixed Room schema paths
- Fixed Dagger non-determinism
- Fixed CMake caching gaps
160 modules. Real fixes, not guesses.
https://t.co/Qv8Y9Fidvc #Android #Develocity
New in #Develocity 2026.2! Build Caching Optimizer
AI agents that autonomously:
- Diagnose cache misses
- Propose fixes
- Learn from expert build knowledge
Less guessing, more caching that works.
https://t.co/f2uwLuEWdU #buildcache #CI
Quick tip 🛠️ Diagnosing a flaky test in #Develocity:
- Sort tests by flakiness rate
- Flag anything above your threshold
- Quarantine into a separate suite
- Track pass rate until it's clean
Stop guessing. Start measuring.
#DPE #CI
Running your full test suite on every PR is a choice — not a requirement.
#Develocity Predictive Test Selection runs only the tests affected by a given change.
Same coverage. Faster feedback. ML-trained on your build history.
https://t.co/4bhk5bWCLi
#CI #testing #DPE
The weakest link in most CI pipelines isn't the code — it's unverified dependencies.
#Develocity tracks provenance from source to artifact. No manual audits.
https://t.co/LPRMDp2zaY
#SupplyChainSecurity #DevSecOps #DPE
Last Seen Hashtags on Sotwe
arab #xxx
Seen from Saudi Arabia
minichatt
Seen from United Kingdom
DesiLingerie
WardKnuturTownes
Seen from United States
สาวใหญ่ขี้เงี่ยน
Seen from Thailand
beurette #suce #quartier
Seen from France
AvaAddams
Seen from India
รับงานอุตรดิตถ์
Seen from Thailand
Maharashtra Welfare
Seen from Norway
กดติดตามผลงานด้วยนะคะ
Seen from Thailand
Most Popular Users
Elon Musk 
@elonmusk
241.5M followers
Barack Obama
@barackobama
118.8M followers
Cristiano Ronaldo
@cristiano
114.5M followers
Donald J. Trump
@realdonaldtrump
111.8M followers
Narendra Modi
@narendramodi
107.1M followers
Rihanna
@rihanna
98.7M followers
NASA
@nasa
92.3M followers
Justin Bieber
@justinbieber
91.8M followers
KATY PERRY
@katyperry
90M followers
Taylor Swift
@taylorswift13
84M followers
Lady Gaga
@ladygaga
75.5M followers
Virat Kohli
@imvkohli
73.5M followers
Kim Kardashian
@kimkardashian
70.9M followers
YouTube
@youtube
68.8M followers
Neymar Jr
@neymarjr
66.5M followers
Bill Gates
@billgates
65.3M followers
Selena Gomez
@selenagomez
63.1M followers
The Ellen Show
@theellenshow
62.2M followers
CNN
@cnn
61.7M followers
X
@x
60.7M followers