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Azure Accelerate 🐎, Docker State of Application Development 📜, AI SRE 🔮

TLDR DevOps <dan@tldrnewsletter.com>

July 11, 11:16 am

TLDR DevOps
Microsoft has launched Azure Accelerate, a unified program that combines Azure Migrate and Modernize, Azure Innovate, and Cloud Accelerate Factory ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

TLDR

Together With Moov

TLDR DevOps 2025-07-11

👀 Look inside the system architecture at Block, Plaid, and Chime (Sponsor)

If you geek out over system architecture, scaling challenges, and clean developer experiences, you don't want to miss fintech_devcon. And if you act fast, you can still get $195 off tickets by using code TLDR25 at checkout.

fintech_devcon is the technical conference for engineers building the future of money at Amazon, Block, Plaid, Chime, DocuSign, Gusto, and more. On the agenda:

🧱 Real-time payment routing and ledger systems

🪪 KYC/AML automation and compliance architecture

🤖 LLM-powered fraud detection pipelines

🧰 Microservices that scale to billions of transactions

Happening this August in Denver. Get your tickets now.

(Remember to use code TLDR25 for $195 off!)

📱

News & Trends

Introducing Azure Accelerate: Fueling transformation with experts and investments across your cloud and AI journey (3 minute read)

Microsoft has launched Azure Accelerate, a unified program that combines Azure Migrate and Modernize, Azure Innovate, and Cloud Accelerate Factory to support customers through their cloud and AI transformation. The offering includes no-cost deployment support from Microsoft experts, end-to-end project coverage, and access to tools and proven frameworks for scalable success.
Docker Brings Compose to the Agent Era: Building AI Agents is Now Easy (5 minute read)

Docker has evolved to support agentic applications, offering tools to build, ship, and run agents more easily. The updated Docker Compose allows developers to define open models, agents, and MCP-compatible tools in a single YAML file, while Docker Offload enables running models on cloud GPUs, with 300 minutes of free usage being offered. New integrations with Google Cloud Run and Microsoft Azure Container Apps Service also allow for seamless production deployment of agentic apps.
The 2025 Docker State of Application Development Report (12 minute read)

The 2025 Docker State of Application Development Report, based on a survey of over 4,500 developers, revealed that Python has overtaken JavaScript as the top language, used by 64% of developers. While AI tools are used at work by only 22% of respondents overall, 76% of IT/SaaS folks use them, and non-local environments are preferred by 64% of developers.
🚀

Opinions & Tutorials

Is Fewer Incidents Always Good? (3 minute read)

Technology teams often aim to reduce incidents, but pursuing zero incidents is unrealistic and can harm organizational resilience. Incident counts alone are misleading metrics that may suppress valuable learning opportunities, and setting targets tied to incident reduction risks incentivizing underreporting rather than true improvement.
eBPF Has a Bright Future in Infrastructure Development (3 minute read)

eBPF is accelerating kernel innovation by enabling developers to safely insert custom logic into the Linux kernel, improving performance, policy enforcement, and observability across infrastructure. It is being widely adopted in networking, virtual machines, process scheduling, and AI systems by companies like Meta and Google, with future potential for live kernel patching and platform unification.
Postgres LISTEN/NOTIFY does not scale (7 minute read)

Postgres' LISTEN/NOTIFY feature causes severe performance bottlenecks under high concurrency by acquiring a global lock during transaction commits, effectively serializing all commits. Replacing LISTEN/NOTIFY with application-layer logic eliminates the lock contention and restores full database performance.
🧑‍💻

Resources & Tools

DockerSlim (GitHub Repo)

DockerSlim uses static and dynamic analysis to create smaller Docker containers and can generate Seccomp profiles.
AI SRE has entered the chat (8 minute read)

Incident.io has launched AI SRE, an always-on AI system that autonomously investigates, triages, and resolves software incidents by analyzing code changes, telemetry, and past issues. It has reduced downtime by up to 80% and minimized alert fatigue, enabling engineers to focus on building rather than firefighting.
🎁

Miscellaneous

Would you like an IDOR with that? Leaking 64 million McDonald's job applications (3 minute read)

A security flaw was discovered in McHire, the chatbot recruitment platform used by 90% of McDonald's franchisees, which allowed anyone with a McHire account to access the personal data of over 64 million job applicants. The chatbot, named Olivia, collects applicants' personal information, shift preferences, and administers personality tests. Following the discovery, Paradox.ai, the company behind McHire, promptly remediated the vulnerability.
Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity (6 minute read)

METR found that experienced developers took 19% longer to complete tasks using early-2025 AI tools, despite expecting speed-ups. This highlights a gap between AI's perceived and actual impact in real-world coding.

Quick Links

See More, Worry Less: Managed Database Observability, Monitoring, and Hardening Advancements (2 minute read)

DigitalOcean has introduced three major updates to Managed Databases: Datadog integration for seamless log forwarding and observability, default resource alerts with advanced cluster notifications for proactive monitoring, and trusted IP source labeling for improved security and IP management.
New Amazon EC2 P6e-GB200 UltraServers accelerated by NVIDIA Grace Blackwell GPUs for the highest AI performance (3 minute read)

Amazon EC2 P6e-GB200 UltraServers, accelerated by NVIDIA GB200 NVL72, offer leading GPU performance for AI training and inference.

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Thanks for reading,
Kunal Desai & Martin Hauskrecht


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