Stack Overflow Blog
22 stories
Stack Overflow Blog
Stack Overflow BlogGitHubDon't forget about the UI for AI Recorded at OpenAI Dev Day 2026, Ryan sits down with Andrew Ambrosino, member of the technical staff at OpenAI, for a conversation on OpenAI's strategy for merging ChatGPT and Codex into a unified…
Stack Overflow BlogGitHubProduction-grade LLMs and agents: a field guide A maturity model for taking agents from an impressive demo to a system people can depend on — with a self-assessment and the map to a deep-dive on each layer.
Stack Overflow Blog
Stack Overflow BlogGitHubAI says you’re right, formal methods say you’re wrong Ryan is joined by Gabriela Moreira, CEO at Quint, about why formal specification languages like TLA+ are essential for catching system design flaws before writing code, how Quint brings…
Stack Overflow Blog
Stack Overflow BlogGitHubMCP standardized tools. Now we need the infrastructure around them. Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
Stack Overflow BlogGitHubWhy your platform team shouldn't build an AI context layer (even though they probably could) Most engineering teams capable of building an internal AI knowledge system think they should. But six months later, it's a platform team's full-time job.
Stack Overflow Blog
Stack Overflow BlogGitHubKeep calm and call clone with Rust Ryan sits down with Josh Triplett, member of the Rust Leadership Team at the Rust Project, to chat about how the borrow checker delivers compile-time memory safety without garbage collection…
Stack Overflow BlogGitHubBeyond the AI noise: How Stack Overflow is rethinking tech hiring It’s gotten exponentially harder to identify talent that we feel is a good fit for our teams at the top of the application funnel.
Stack Overflow BlogGitHubA Treatise on Model Oriented Programming Languages Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
Stack Overflow Blog
Stack Overflow BlogGitHubTaking a look under your agent’s hood Ryan is joined by Yanbing Li, Chief Product Officer at Datadog, to talk about applying observability to non-deterministic AI agents, blurring the boundaries between software development and…
Stack Overflow BlogGitHubPart 5: Operating an LLM system: observability, cost, routing, and the platform underneath Your service can be 100% up and still quietly approving the wrong things, burning its budget, or failing over into untested quality.
Stack Overflow BlogGitHubA green exit code is not evidence that the work happened Agents don't build trust for another reason, structurally worse than the first. It isn't only that the tool keeps changing shape.
Stack Overflow BlogGitHubPart 4: Safety and governance for LLM systems: guardrails, PII, audit, and memory Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
Stack Overflow BlogGitHubPart 3: Knowing when your agent doesn’t know: the confidence layer The most important number an agent produces isn’t its answer — it’s how sure it is. Compose that number from independent signals, check it’s calibrated, grade the high-stakes calls with a second…
Stack Overflow BlogGitHubPart 1: Make your AI agents boring: the determinism layer The trick to putting LLM agents in high-stakes systems isn’t a smarter model — it’s containing the model to one node so the rest of the system is ordinary, testable code.
Stack Overflow BlogGitHubPart 6: An operating system for coding agents: the disciplined build Coding agents are great for an afternoon and mediocre for a quarter. Here’s the small set of files and rules — with the actual configs — that keeps quality from decaying across months and thousands…
Stack Overflow Blog
Stack Overflow BlogGitHubImplementing a Modular Master-Agent Telemetry & Diagnostic Framework in Python: Prime-Sentinel Command (PSC) Tags: python architecture oop design-patterns distributed-systems When engineering distributed monitoring agents or designing low-latency health-checking pipelines, separating centralized governance…
Stack Overflow BlogGitHub“Impossible to Hide Secret …”: Uncovering Security and Privacy Issues in LLM-Native IDEs Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
Stack Overflow Blog
Stack Overflow BlogGitHubTales from the 2026 Developer Survey results Ryan chats with Erin Yepis, Senior Analyst at Stack Overflow, about the results from this year’s Annual Developer Survey, including the overwhelming daily usage of AI coding assistants despite…
Stack Overflow BlogGitHubThe results of the 2026 Developer Survey are here! Below, we’ll highlight some of the results we found interesting about what's going in the life of technologists, their technologies, AI usage, and more.
Stack Overflow Blog
Stack Overflow BlogGitHubConstraints that make developers faster Ryan chats with Julien Verlaguet, CEO at Skip Labs, about finding the balance between human tolerance and tooling constraints, the spectrum of typed programming languages, and building cost-effective…
Stack Overflow BlogGitHubA look back before we look forward: A Developer Survey retrospective This analysis compares the 2024 and 2025 Developer Survey data across three connected stories: the evolution of AI, humans at work, and demographics and community.
Stack Overflow BlogGitHubOrganizations need decision-grade knowledge. AI makes it urgent. AI can make the first part remarkably fast. It can find the page, the discussion and the person who might know. The harder work begins when those sources disagree, or when they become stale.
Nothing matches this filter yet.