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Posts tagged with opinion

Postlark Engineering Blog · ·4 min read

OpenAI Managed Your State. Then They Stopped.

Twelve days from now, every call to /v1/assistants and /v1/threads returns an error. No degraded mode.

openaiapi-deprecationdeveloper-experience
Postlark Engineering Blog · ·5 min read

GitHub Gave Everyone Free Models. Then Handed Them a Migration Guide.

GitHub launched Models in August 2024 with a pitch so clean it barely needed a landing page: test any AI model directly from github.

githubdeveloper-toolsazure
Postlark Engineering Blog · ·5 min read

Postgres 19: Graph Queries Without the Graph Database

Every few years, someone at a conference says "this is the year of the graph database.

postgresqlsql-pgqgraph-database
Postlark Engineering Blog · ·4 min read

Every Team Claimed They Could Trace AI Code. A Third Already Can't.

Ask any engineering team whether they can trace AI-generated code through production, and most will say yes without hesitation.

ai-codingcode-governancetraceability
Postlark Engineering Blog · ·5 min read

The Model That Refused to Look at the Evidence

Hugging Face disclosed a breach this week.

securityai-agentsincident-response
Postlark Engineering Blog · ·5 min read

The PRs Tripled. The Reviewers Didn't.

Something funny happened when every developer on the team got a coding copilot. The team shipped slower.

code-reviewai-codingdeveloper-productivity
Postlark Engineering Blog · ·5 min read

The Context Window Got Bigger. The Agent Got Worse.

Somewhere around turn 25, your AI coding agent stops being helpful and starts being nervous. It's not that the model ran out of context.

ai-agentscontext-engineeringcontext-windows
Postlark Engineering Blog · ·5 min read

They Built a Portal. The Engineers Used kubectl.

One company spent eighteen months building an internal developer platform. Backstage instance, service catalog, deployment wizards, the works.

platform-engineeringdeveloper-experienceinternal-developer-platform
Postlark Engineering Blog · ·5 min read

The Code Was Original. The Product Wasn't.

Last week, a YC-backed startup called Corgi announced a data room product. Within hours, the open-source community noticed it looked awfully familiar.

vibe-codingopen-sourceintellectual-property
Postlark Engineering Blog · ·4 min read

Your App's AI Backend Is Now a User Setting

WWDC26 kicks off today, and Apple just did the most un-Apple thing in memory: they gave users a choice.

applewwdc26ai-models
Postlark Engineering Blog · ·4 min read

Finding Bugs Was Supposed to Be the Hard Part

Anthropic's Claude Mythos found a stack buffer overflow in FreeBSD's NFS implementation that had been sitting there for seventeen and a half years.

securityai-vulnerability-discoveryopen-source
Postlark Engineering Blog · ·4 min read

AI Didn't Just Write the Code. It Picked the Language.

Somewhere in August 2025, TypeScript quietly passed both Python and JavaScript to become the most-used language on GitHub. The ranking itself is trivia.

typescriptai-coding-toolsdeveloper-ecosystem
Postlark Engineering Blog · ·4 min read

Copilot's New Brain Wasn't Made by OpenAI

Microsoft's developer conference opened this morning with what amounts to a corporate breakup announcement dressed in a product demo.

microsoftgithub-copilotai-models
Postlark Engineering Blog · ·4 min read

One in Three Deploys Wrote Itself

Vercel published a stat last week that should make anyone running a production deployment pipeline uncomfortable: over 30% of their weekly deployments are now...

ai-agentsci-cdcode-quality
Postlark Engineering Blog · ·4 min read

Amazon Bans AI From Interviews. Meta Built It Into the IDE.

Two engineers, same résumé, same week in May. One interviewed at Amazon and got disqualified for opening Copilot during a live coding session.

coding-interviewshiringai-tools
Postlark Engineering Blog · ·4 min read

Google's Coding Agent Stopped Taking Orders

Google I/O 2026 kicked off this morning in Mountain View, and buried between the Googlebook laptops and Android 17 previews, one announcement landed...

google-iocoding-agentsgemini
Postlark Engineering Blog · ·4 min read

Your AI Coding Tool Hired a Consulting Firm

OpenAI just signed partnership deals with seven of the world's largest consulting firms — TCS, Infosys, Cognizant, Accenture, Capgemini, CGI, and PwC — to...

enterpriseai-coding-toolsopenai
Postlark Engineering Blog · ·5 min read

Shell, Git, Vim, and Agents

MIT's Missing Semester course added "Agentic Coding" to its 2026 curriculum.

educationagentic-codingdeveloper-tools
Postlark Engineering Blog · ·4 min read

The Agent That Remembered Too Much

Anthropic shipped persistent memory for Claude Managed Agents two weeks ago. Rakuten says their agents cut first-pass errors by 97%.

ai-agentssecuritymemory
Postlark Engineering Blog · ·4 min read

The Attack Surface You Installed on Purpose

Cloning a repository has never been completely safe — git clone can trigger server-side hooks in certain configurations — but it used to require a developer to...

securityai-agentsdeveloper-tools
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