up until recently, there was a very real tradeoff between delivery velocity and stability
shipping fast meant monitoring new deployments really closely
fast forward to 2026, and we have a new environment “stack” that developers and agents move with, not around
now you can schedule your #ClaudeCode tasks to repeat on a loop
devs are finding this super valuable for PR babysitting:
tell Claude to watch your PRs, react to build logs, and resolve any issues brought up in the comments
Claude tokens == NLP tokens
these are the smallest units of text that LLMs use to process input/generate output (1 token = 1 word, 1 subword, or 1 letter, depending on your model)
there isn’t exactly a wrong choice for a container registry, but how to eval which is right for you?
- use the CR bundled with your cloud/git ecosystem
- OSS vs. proprietary: both $$ in different ways
- artifact support (OCI, helm, AI model)
- vuln scanning/IAM
engineering teams are improving their #ClaudeCode workflows every day. but CC should test its own work
a feature might take ~10 tweaks to get right, most obvious after running simple smoke/UI tests
give agents access to real infra: they can self-verify
https://t.co/yhlfmMsBXm
some tasks are too complex for @claudeai subagents. that's where #multiagent orchestrators come in, allowing a lead coding agent to delegate tasks and spawn agents as needed
in this post, we take a quick look at Gas Town and Multiclaude ⬇️
https://t.co/CThyHEsFNz
6 months in, #ClaudeCode and #GeminiCLI have become two of the most established CLI-based coding agents
they're both driven by SOTA models (Opus 4.5 and Gemini 3 Pro).
here's how they compare
https://t.co/p95flD0X6S
#claudecode has always stood out for its filesystem + ops capabilities. in fact, CC is a CLI-based agent for anything, not just coding
they built a solid UI on top of Claude Code’s foundation to make a tool for file-related work, called Claude Cowork
https://t.co/QgmQCC0gBc
On episode 48 of The Kubelist Podcast (@readkubelist), Marc (@marccampbell) and Benjie (@shipyardbuild) sit down with Justin Cappos, professor at NYU and a pioneer in software supply chain security. Tune in!
https://t.co/uwzS9ELMNH
engineering teams spend so much time during the year talking about dev productivity.
dec is a difficult time to keep those metrics up anyway. why not use the holiday stretch to catch up on your skills + learn new things?
read about dev enrichment:
https://t.co/hdQhLNQlmF
AI #agents alone are pretty capable, but #MCP servers extend what they can accomplish
as a dev, you’ll want to connect your tools to your agent via MCP to handle more types of tasks
here are six MCP servers that help our team code more efficiently ⬇️
https://t.co/JOZgdgdWll
agents need smarter feedback loops to validate the code they write
a test-first approach can help with that
give #agents well-defined prompting, the @playwrightweb#MCP, and #TDD principles to help them write (and improve) their own tests, + run those tests against their code
are you ready to introduce a coding #agent into your dev loop?
at Shipyard, we're big fans of #claudecode. we wrote a guide with our best pro tips, so you can get high-quality code from your agent right away 🤖
https://t.co/UHSYyJZ9IM
#AIagents#developers
we’ve got some HUGE news:
the Shipyard #MCP server is now in open beta!
use it for:
✅ writing + improving #E2E tests
✅ sandboxing #agent workflows
✅ live, in-depth code reviews
we’re looking for user feedback, so reach out with any questions/comments 👀