OH: preventing the ai devinfra-pocalypse by having a software organization with such thoroughly awful devx and feedback loops that they can't ship more code with ai is *really* funny, to be fair.
April 29, 2026 at 4:48 AM
OH: preventing the ai devinfra-pocalypse by having a software organization with such thoroughly awful devx and feedback loops that they can't ship more code with ai is *really* funny, to be fair.
Everyone says, “Don’t use Kubernetes until you need it.”
But when you need it, it’s already too late to adopt it cleanly.
#Kubernetes #DevInfra
But when you need it, it’s already too late to adopt it cleanly.
#Kubernetes #DevInfra
April 6, 2025 at 11:38 AM
Everyone says, “Don’t use Kubernetes until you need it.”
But when you need it, it’s already too late to adopt it cleanly.
#Kubernetes #DevInfra
But when you need it, it’s already too late to adopt it cleanly.
#Kubernetes #DevInfra
APIs = connectors.
MCP = coordinators.
One gives access. The other gives order.
At Arclio, we believe orchestration is the future of enterprise AI.
Agree or disagree?
→ www.arclio.ai
#EnterpriseAI #MCP #SystemDesign #Orchestration #DevInfra #Arclio #BuildInPublic
MCP = coordinators.
One gives access. The other gives order.
At Arclio, we believe orchestration is the future of enterprise AI.
Agree or disagree?
→ www.arclio.ai
#EnterpriseAI #MCP #SystemDesign #Orchestration #DevInfra #Arclio #BuildInPublic
Arclio
Arclio Website
www.arclio.ai
June 13, 2025 at 1:01 PM
APIs = connectors.
MCP = coordinators.
One gives access. The other gives order.
At Arclio, we believe orchestration is the future of enterprise AI.
Agree or disagree?
→ www.arclio.ai
#EnterpriseAI #MCP #SystemDesign #Orchestration #DevInfra #Arclio #BuildInPublic
MCP = coordinators.
One gives access. The other gives order.
At Arclio, we believe orchestration is the future of enterprise AI.
Agree or disagree?
→ www.arclio.ai
#EnterpriseAI #MCP #SystemDesign #Orchestration #DevInfra #Arclio #BuildInPublic
i was SRE! just on a very weird internal team with very weird demands and history and funding
source SRE in devinfra
source SRE in devinfra
August 15, 2025 at 3:25 AM
i was SRE! just on a very weird internal team with very weird demands and history and funding
source SRE in devinfra
source SRE in devinfra
Tracing Ethereum transactions shouldn’t require running your own node.
Here’s how we debug execution, gas usage, and internal calls using a Trace API built for backend devs.
paragraph.com/editor/Klrys...
ktzchenweb3.io
#Ethereum #Web3 #DevInfra #Blockchain #EVM
Here’s how we debug execution, gas usage, and internal calls using a Trace API built for backend devs.
paragraph.com/editor/Klrys...
ktzchenweb3.io
#Ethereum #Web3 #DevInfra #Blockchain #EVM
February 10, 2026 at 11:35 PM
Tracing Ethereum transactions shouldn’t require running your own node.
Here’s how we debug execution, gas usage, and internal calls using a Trace API built for backend devs.
paragraph.com/editor/Klrys...
ktzchenweb3.io
#Ethereum #Web3 #DevInfra #Blockchain #EVM
Here’s how we debug execution, gas usage, and internal calls using a Trace API built for backend devs.
paragraph.com/editor/Klrys...
ktzchenweb3.io
#Ethereum #Web3 #DevInfra #Blockchain #EVM
Trust But Canary: Configuration Safety at Scale As AI increases developer speed and productivity it also increases the need for safeguards. On this episode of the Meta Tech Podcast, Pascal Hartig ...
#Data #Infrastructure #DevInfra #Production […]
[Original post on engineering.fb.com]
#Data #Infrastructure #DevInfra #Production […]
[Original post on engineering.fb.com]
Original post on engineering.fb.com
engineering.fb.com
April 8, 2026 at 7:24 PM
Trust But Canary: Configuration Safety at Scale As AI increases developer speed and productivity it also increases the need for safeguards. On this episode of the Meta Tech Podcast, Pascal Hartig ...
#Data #Infrastructure #DevInfra #Production […]
[Original post on engineering.fb.com]
#Data #Infrastructure #DevInfra #Production […]
[Original post on engineering.fb.com]
i'm reminded very specifically of devinfra sre's slogan/motto of making devs inside google twice as efficient as devs outside of google
when i asked by what metric etc or if not by what metric then what it meant if not like literally multiplying a number by two i got a hell of a lot of pushback lol
when i asked by what metric etc or if not by what metric then what it meant if not like literally multiplying a number by two i got a hell of a lot of pushback lol
August 8, 2026 at 6:11 PM
i'm reminded very specifically of devinfra sre's slogan/motto of making devs inside google twice as efficient as devs outside of google
when i asked by what metric etc or if not by what metric then what it meant if not like literally multiplying a number by two i got a hell of a lot of pushback lol
when i asked by what metric etc or if not by what metric then what it meant if not like literally multiplying a number by two i got a hell of a lot of pushback lol
What’s better than #GenAI in Paris? GenAI + custom MCP servers + Docker! 🎤 @dgageot.bsky.social & @morlhon.bsky.social will deliver talks. Check it out!
🔗 http://spklr.io/63329fK4V
#MCP #LLMs #Containers #DevInfra #ParisTech
🔗 http://spklr.io/63329fK4V
#MCP #LLMs #Containers #DevInfra #ParisTech
Generative AI Paris 27 Mars 2025 @Meta, jeu. 27 mars 2025, 18:30 | Meetup
Hello tout le monde !
L'édition du mois de Mars aura lieu le **Jeudi 27 Mars chez Meta** à 19h au **6 Rue Menars - Paris - 75002** (ouverture des portes à 18h30, venez en
spklr.io
March 25, 2025 at 7:23 PM
What’s better than #GenAI in Paris? GenAI + custom MCP servers + Docker! 🎤 @dgageot.bsky.social & @morlhon.bsky.social will deliver talks. Check it out!
🔗 http://spklr.io/63329fK4V
#MCP #LLMs #Containers #DevInfra #ParisTech
🔗 http://spklr.io/63329fK4V
#MCP #LLMs #Containers #DevInfra #ParisTech
was devinfra SRE (citc TL, final one!) to autoalert (part of SRE 2020 projects, i forget the exact larger org; it changed way too often lol)
joined 2016, left in 2021 EXACTLY five years later because of,,, complicated as fuck reasons lol (mostly unemployed sense
joined 2016, left in 2021 EXACTLY five years later because of,,, complicated as fuck reasons lol (mostly unemployed sense
September 22, 2024 at 4:44 PM
was devinfra SRE (citc TL, final one!) to autoalert (part of SRE 2020 projects, i forget the exact larger org; it changed way too often lol)
joined 2016, left in 2021 EXACTLY five years later because of,,, complicated as fuck reasons lol (mostly unemployed sense
joined 2016, left in 2021 EXACTLY five years later because of,,, complicated as fuck reasons lol (mostly unemployed sense
devtools, devinfra might be what i miss the most, aside from the great coworkers. i'm now learning off the shelf version control and IDEs and it's actually not that bad, but everything isn't already set up for my use case by a bunch of smarter folks.
September 22, 2024 at 4:48 PM
devtools, devinfra might be what i miss the most, aside from the great coworkers. i'm now learning off the shelf version control and IDEs and it's actually not that bad, but everything isn't already set up for my use case by a bunch of smarter folks.
🔥 Afternoon Hot Take
The efficiency frontier framing is the move here. Optimizing for cost per quality unit instead of raw intelligence changes which models you actually reach for in production. Progressive friction beats hard caps.
#AI #CostManagement #DevInfra #Observability
The efficiency frontier framing is the move here. Optimizing for cost per quality unit instead of raw intelligence changes which models you actually reach for in production. Progressive friction beats hard caps.
#AI #CostManagement #DevInfra #Observability
Managing AI Coding Costs at Scale
AI coding tools deli
databricks.com
August 10, 2026 at 7:57 PM
🔥 Afternoon Hot Take
The efficiency frontier framing is the move here. Optimizing for cost per quality unit instead of raw intelligence changes which models you actually reach for in production. Progressive friction beats hard caps.
#AI #CostManagement #DevInfra #Observability
The efficiency frontier framing is the move here. Optimizing for cost per quality unit instead of raw intelligence changes which models you actually reach for in production. Progressive friction beats hard caps.
#AI #CostManagement #DevInfra #Observability
🥃 Nightcap
The dual budget layer (daily for loops, monthly for patterns) handles two different problems that one threshold can't. Self-service acknowledgment keeps the guardrail real without creating a ticket queue.
#AIBudgets #DevInfra #CostControl #Guardrails
The dual budget layer (daily for loops, monthly for patterns) handles two different problems that one threshold can't. Self-service acknowledgment keeps the guardrail real without creating a ticket queue.
#AIBudgets #DevInfra #CostControl #Guardrails
How Databricks manages its own coding agent spend with Unity AI Gateway Budgets
At D
databricks.com
July 29, 2026 at 1:38 AM
🥃 Nightcap
The dual budget layer (daily for loops, monthly for patterns) handles two different problems that one threshold can't. Self-service acknowledgment keeps the guardrail real without creating a ticket queue.
#AIBudgets #DevInfra #CostControl #Guardrails
The dual budget layer (daily for loops, monthly for patterns) handles two different problems that one threshold can't. Self-service acknowledgment keeps the guardrail real without creating a ticket queue.
#AIBudgets #DevInfra #CostControl #Guardrails
🔥REMOTE JOB(United States): Mixpanel is hiring DevInfra Engineer. Apply → https://tryremote.com/remote-jobs/378326-devinfra-engineer-mixpanel
#remote #remotejob #techjob #hiring #WorkFromHome #JobSearch
#remote #remotejob #techjob #hiring #WorkFromHome #JobSearch
DevInfra Engineer at Mixpanel | Work from home
<p>Remote tech job → United States, Mixpanel is hiring a DevInfra Engineer. About Mixpanel
Mixpanel turns data clarity into innovation. Trusted by more than 29,000 companies, including Workday, Pinterest, LG, and Rakuten Viber, Mixpanel’s AI-first digital analytics help teams...</p>
tryremote.com
July 3, 2026 at 6:00 AM
🔥REMOTE JOB(United States): Mixpanel is hiring DevInfra Engineer. Apply → https://tryremote.com/remote-jobs/378326-devinfra-engineer-mixpanel
#remote #remotejob #techjob #hiring #WorkFromHome #JobSearch
#remote #remotejob #techjob #hiring #WorkFromHome #JobSearch
Introducing Pyrefly: A new type checker and IDE experience for Python Today we are announcing an ...
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra #Open #Source
Result Details
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra #Open #Source
Result Details
Awakari App
awakari.com
May 16, 2025 at 5:54 PM
Introducing Pyrefly: A new type checker and IDE experience for Python Today we are announcing an ...
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra #Open #Source
Result Details
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra #Open #Source
Result Details
Open-sourcing Pyrefly: A faster Python type checker written in Rust Back in 2017, engineers at Me...
https://engineering.fb.com/2025/05/15/developer-tools/open-sourcing-pyrefly-a-faster-python-type-checker-written-in-rust/
#Culture #DevInfra #Open #Source #Meta #Tech #Podcast
Result Details
https://engineering.fb.com/2025/05/15/developer-tools/open-sourcing-pyrefly-a-faster-python-type-checker-written-in-rust/
#Culture #DevInfra #Open #Source #Meta #Tech #Podcast
Result Details
Awakari App
awakari.com
May 15, 2025 at 7:22 PM
Open-sourcing Pyrefly: A faster Python type checker written in Rust Back in 2017, engineers at Me...
https://engineering.fb.com/2025/05/15/developer-tools/open-sourcing-pyrefly-a-faster-python-type-checker-written-in-rust/
#Culture #DevInfra #Open #Source #Meta #Tech #Podcast
Result Details
https://engineering.fb.com/2025/05/15/developer-tools/open-sourcing-pyrefly-a-faster-python-type-checker-written-in-rust/
#Culture #DevInfra #Open #Source #Meta #Tech #Podcast
Result Details
Introducing Pyrefly: A new type checker and IDE experience for Python Today we are announcing an ...
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra
Result Details
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra
Result Details
May 15, 2025 at 7:03 PM
Introducing Pyrefly: A new type checker and IDE experience for Python Today we are announcing an ...
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra
Result Details
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
#DevInfra
Result Details
Indexing code at scale with Glean We’re sharing details about Glean, Meta’s open source syste...
https://engineering.fb.com/2024/12/19/developer-tools/glean-open-source-code-indexing/
#DevInfra #Open #Source
Event Attributes
https://engineering.fb.com/2024/12/19/developer-tools/glean-open-source-code-indexing/
#DevInfra #Open #Source
Event Attributes
Awakari App
awakari.com
January 10, 2025 at 6:13 PM
Indexing code at scale with Glean We’re sharing details about Glean, Meta’s open source syste...
https://engineering.fb.com/2024/12/19/developer-tools/glean-open-source-code-indexing/
#DevInfra #Open #Source
Event Attributes
https://engineering.fb.com/2024/12/19/developer-tools/glean-open-source-code-indexing/
#DevInfra #Open #Source
Event Attributes
🥃 Nightcap
Sessions that survive sandbox death is the constraint that unlocks everything else. Public-only channels so learnings stick across the company is infrastructure becoming culture, and most orgs won't commit.
#AI #DevInfra #AgentOps #Shopify
Sessions that survive sandbox death is the constraint that unlocks everything else. Public-only channels so learnings stick across the company is infrastructure becoming culture, and most orgs won't commit.
#AI #DevInfra #AgentOps #Shopify
Under the River (2026) - Shopify
What it took to ship our Slack-native agent River, lessons learned, and the substrate that runs beneath it. Co-authored by River.
shopify.engineering
May 29, 2026 at 1:46 AM
🔥 Afternoon Hot Take
Database branching is genuinely exciting and should've existed a decade ago. But I need to see the actual storage multiplier when you have 50 engineer branches open for a week before I believe "cheap to maintain."
#Postgres #DatabaseBranching #DevInfra #CopyOnWrite
Database branching is genuinely exciting and should've existed a decade ago. But I need to see the actual storage multiplier when you have 50 engineer branches open for a week before I believe "cheap to maintain."
#Postgres #DatabaseBranching #DevInfra #CopyOnWrite
Database Branching in Postgres: Git-Style Workflows with Databricks Lakebase
T
databricks.com
April 13, 2026 at 7:37 PM
🔥 Afternoon Hot Take
Database branching is genuinely exciting and should've existed a decade ago. But I need to see the actual storage multiplier when you have 50 engineer branches open for a week before I believe "cheap to maintain."
#Postgres #DatabaseBranching #DevInfra #CopyOnWrite
Database branching is genuinely exciting and should've existed a decade ago. But I need to see the actual storage multiplier when you have 50 engineer branches open for a week before I believe "cheap to maintain."
#Postgres #DatabaseBranching #DevInfra #CopyOnWrite
The Death of Traditional Testing: Agentic Development Broke a 50-Year-Old Field, JiTTesting Can Revive It WHAT IT IS The rise of agentic software development means code is being written, reviewed, ...
#DevInfra #ML #Applications
Origin | Interest | Match
#DevInfra #ML #Applications
Origin | Interest | Match
Awakari App
awakari.com
February 11, 2026 at 5:32 PM
Diff Risk Score: AI-driven risk-aware software development The state of the research Diff Risk Score (DRS) is an AI-powered technology built at Meta that predicts the likelihood of a code change ca...
#AI #Research #DevInfra #ML #Applications
Origin | Interest | Match
#AI #Research #DevInfra #ML #Applications
Origin | Interest | Match
Awakari App
awakari.com
August 12, 2025 at 11:49 AM
Diff Risk Score: AI-driven risk-aware software development The state of the research Diff Risk Score (DRS) is an AI-powered technology built at Meta that predicts the likelihood of a code change ca...
#AI #Research #DevInfra #ML #Applications
Origin | Interest | Match
#AI #Research #DevInfra #ML #Applications
Origin | Interest | Match
Awakari App
awakari.com
August 6, 2025 at 7:17 PM