Hacker News: claudiacsf

New comment by claudiacsf in "Agent management is people management?"

claudiacsf — Fri, 23 Oct 2026 10:38:03 +0000

Steve Yegge offering a peek into his 50-agent-1-human software factory. Field notes: Every time you think he's talking about a human, it's most likely an agent.

Agent management is people management?

claudiacsf — Fri, 23 Oct 2026 10:38:03 +0000

Article URL: https://www.youtube.com/watch?v=VcIlkaI0mUk

Comments URL: https://news.ycombinator.com/item?id=50206886

Points: 1

# Comments: 1

Don't Yell at Your Agents

claudiacsf — Thu, 22 Oct 2026 10:13:12 +0000

Article URL: https://www.youtube.com/watch?v=VcIlkaI0mUk

Comments URL: https://news.ycombinator.com/item?id=50193427

Points: 3

# Comments: 0

New comment by claudiacsf in "[dead]"

claudiacsf — Tue, 29 Sep 2026 18:39:38 +0000

Here is how you build an agent that opens its own issues, fixes and closes them. Sampled from a real life loop observed in a European retailer - one of our customers - with 1500+ engineers.

New comment by claudiacsf in "How AI changed the Eng Manager role"

claudiacsf — Fri, 25 Sep 2026 15:38:37 +0000

We interviewed 2 engineering managers on how AI changed their jobs. Feel like this is a good read and might sound familiar to waterlogged EMs. Their closing advice? Knowing what not to work on.

How AI changed the Eng Manager role

claudiacsf — Fri, 25 Sep 2026 15:38:37 +0000

Article URL: https://blog.codacy.com/how-ai-is-changing-the-engineering-manager-role-more-context-more-capacity-and-the-new-job-of-protecting-focus

Comments URL: https://news.ycombinator.com/item?id=49846086

Points: 3

# Comments: 1

Show HN: Local static analysis for coding agents

claudiacsf — Tue, 15 Sep 2026 17:15:52 +0000

Your agent can already check results on a PR, fix issues, and unblock a quality check. That’s useful. But you don't have to wait until a PR exists.

With Codacy's new skill, when you're working with an agent like Claude Code, you can run an analysis locally and fix issues before the first push.

There are two Codacy Skills as part of this launch: one teaches the agent how to set up and run Codacy analysis locally, and another one that teaches it how to use Codacy analysis as part of any code review.

Walkthrough here: https://blog.codacy.com/introducing-codacy-skills-part-4-sca...

Comments URL: https://news.ycombinator.com/item?id=49715638

Points: 1

# Comments: 0

New comment by claudiacsf in "Code quality and security tooling was built around the repo and that's breaking"

claudiacsf — Fri, 21 Aug 2026 08:48:12 +0000

TL;DR As a code quality platform, we're seeing first hand the changing processes inside dev teams. We noticed that the "meaningful" point of change is happening more and more at the local level, not at the repo level, where a team used to come together to review changes. With more teams waving past code reviews, the typical quality infrastructure that used to ensure code maintainability, security, reduce tech debt, etc, is breaking apart.

If you're a dev who cares about this, the new quality and security enforcement infrastructure needs to happen alongside the agents, locally. The tools to address this are still in early stages - meaning, a tool that isn't the same model reviewing itself - but they're starting to surface and it's worth keeping an eye on them.

Code quality and security tooling was built around the repo and that's breaking

claudiacsf — Fri, 21 Aug 2026 08:48:12 +0000

Article URL: https://blog.codacy.com/teams-built-quality-and-security-infrastructure-around-the-repository-and-that-is-now-breaking

Comments URL: https://news.ycombinator.com/item?id=49385480

Points: 2

# Comments: 1

New comment by claudiacsf in "Medici family mystery may be solved after more than 400 years"

claudiacsf — Thu, 23 Jul 2026 09:39:05 +0000

Yes, please. More drones for good.

New comment by claudiacsf in "Quality non-fiction books are the antithesis of AI slop"

claudiacsf — Thu, 23 Jul 2026 09:37:30 +0000

But I get triggered by the em dashes. :(

New comment by claudiacsf in "Good ol' SAST to keep your token usage from spiraling"

claudiacsf — Wed, 15 Jul 2026 08:39:53 +0000

We wrote about how AI-assisted development changes the economics of code review and how good ole SAST does actually have a meaningful role to play today.

Good ol' SAST to keep your token usage from spiraling

claudiacsf — Wed, 15 Jul 2026 08:39:53 +0000

Article URL: https://blog.codacy.com/deterministic-static-analysis-for-ai-coding-workflows-how-to-cut-token-cost-without-weakening-code-review

Comments URL: https://news.ycombinator.com/item?id=48917948

Points: 3

# Comments: 1

Agentic development is standardizing faster than its operating model

claudiacsf — Mon, 13 Jul 2026 16:25:16 +0000

Article URL: https://blog.codacy.com/agentic-development-is-standardizing-faster-than-its-operating-model

Comments URL: https://news.ycombinator.com/item?id=48895004

Points: 1

# Comments: 0

New comment by claudiacsf in "The AI Coding Maturity Scale [video]"

claudiacsf — Wed, 08 Jul 2026 15:43:53 +0000

Hey folks, I've identified 3 different stages of AI coding adoption: autocomplete, prompting, loop engineering.

The autocomplete stage is basically a throwback to 2024 and is mostly harmless - the traditional SAST and code review practices handle it.

Prompting agents to build whole features, which is where most people are today, comes with some security and maintainability concerns, but there are already solutions in place.

The problem is that most teams are also starting to explore loop engineering with autonomous agents. This currently has no guardrails in place, which is a recipe for disaster, as the video explains.

If you're exploring loop engineering, this is for you.

The AI Coding Maturity Scale [video]

claudiacsf — Wed, 08 Jul 2026 15:39:31 +0000

Article URL: https://www.youtube.com/watch?v=ZeFsVylyJ3I

Comments URL: https://news.ycombinator.com/item?id=48833401

Points: 1

# Comments: 1

New comment by claudiacsf in "Show HN: Self-healing review gate and knowledge base for Claude Code (Beta)"

claudiacsf — Wed, 08 Jul 2026 15:33:59 +0000

We think so too. We just launched a bunch of new updates, including device authentication.

The latest version is v0.27.0

> npm install -g @codacy/verity-cli

> verity init

Let me know if you have any questions!

Show HN: Self-healing review gate and knowledge base for Claude Code (Beta)

claudiacsf — Sun, 05 Jul 2026 09:31:52 +0000

We built Verity.md for the new era of loop engineering where traditional code review simply doesn't fit and is a major bottleneck. This is what we think the future of code review looks like:

- An adversarial review layer, which is part SAST scanning for quality and security issues deterministically, and part AI (a different one) checking for intent gaps. - Built-in gates that tells the coding agent how to fix itself when it finds an issue (this is the self-healing part). - Compounding knowledge base where every decision is saved, so the next time the coding agent run it starts smarter - Dashboards for token cost control, broken down by tasks

And here is a demo: https://www.youtube.com/watch?v=vsq_cHoZCnk

We're looking for beta testers to join the community and influence the roadmap. Set up takes 2 minutes, learn more here https://verity.md

Comments URL: https://news.ycombinator.com/item?id=48792661

Points: 5

# Comments: 2

The AI coding maturity scale

claudiacsf — Fri, 03 Jul 2026 17:01:56 +0000

Article URL: https://blog.codacy.com/the-ai-coding-maturity-scale-the-path-to-loop-engineering

Comments URL: https://news.ycombinator.com/item?id=48777236

Points: 2

# Comments: 0

New comment by claudiacsf in "Gemini Code Assist will be shut down on July 17"

claudiacsf — Fri, 03 Jul 2026 17:00:49 +0000

I'm forever shocked at how marketing illiterate this huge multi-billion $ conglomerate is. I guess when you're Google you don't need to be.