HNHacker News
TopNewBestAskShowJobs

andreygubarev

4 karma · joined June 2, 2024

Director of Infrastructure
submissionscomments
andreygubarev··on GPT-5.6 Sol Pricing Cut by 50%
Yeah, I very much agree on this. I think Sol and Fable code quality is on par. Maybe Fable is just a tiny bit better, but Sol compensates with its ability to work through things, while Fable, in my experience, generally tends to avoid solving problems that require many LOC.

However, I think these are very different models in terms of orchestration. Long-horizon tasks are way more predictable with Fable. It just doesn't lose track of details. Thus I ended up building a small wrapper around Pi (where I run Sol) so that CC can delegate via background tasks, automatically wait for completion, and do what was one of the most effective parts - steer Sol toward simplicity, getting Sol out of code-review infinite loops (Pi calls for Codex review to ship better, but generally gets stuck on P2 and results in vastly overengineered work).

One of the worst experiments was enforcing coverage at 100%. Only Sol, with an enormous amount of code and significant pushback (on architecture decisions) to Fable, was able to reach it. It made me think this is somehow related to overengineering in general, so that instructions on acceptance criteria in claude.md plus proper DX (e.g., Lefthook) actually led to okay results. It mostly helped that responsibilities were clearly split: Fable designs architecture, Sol handles coding and debugging.

andreygubarev··on The short leash AI coding method for beating Fable
> This again feels outdated. I think we're mving towards humans no longer needing to understand a codebase, and letting AI drive it.

Seems so, but that doesn't mean it's a good or correct direction. As of today, none of the existing models can meaningfully handle mid-size tasks on five services with 10k+ LOC each, plus infra (I'm really not interested in greenfield projects done over the weekend that were never touched by actual users). It doesn't make them useless, but it significantly reduces the scope of trustworthy operations models can handle (unless you don't care about outcomes).

The moment your spec, plan, and results of related codebase exploration go beyond 100k tokens (roughly 50% of available context), quality degradation becomes real. Threads/subagents can help, and you can argue that code reviews mitigate some issues, but that's transitioning from reliable automation to gambling without human oversight. Say you want to mitigate the risks of failures (correctly listed by others) - how would you do that if you don't understand your codebase? In my practice, the answer is: you start to learn what your agents created, discover shit they created, and steer them toward better, desired outcomes.

andreygubarev··on AWS multiple services outage in us-east-1
interesting, which auth provider u are using? browser based auth via Google wasn't working for me. tailscale used as jumphost for private subnets in aws, and... so that was painful incident as access to corp resources is mandatory for me
andreygubarev··on AWS multiple services outage in us-east-1
yep, admin panel works, but in practice my devices are logged out and there is no way to re-authorize them.
andreygubarev··on AWS multiple services outage in us-east-1
https://status.tailscale.com/ clients' auth down :( what a day
andreygubarev··on Ask HN: Who wants to be hired? (September 2025)
Location: Tbilisi, Georgia

Remote: Yes (flexible hours, US/EU overlap available)

Willing to relocate: No

Technologies: AWS, Kubernetes, Istio, Terraform, Terragrunt, Docker | Python, Go, JavaScript | GitOps, ArgoCD | OpenTelemetry, Grafana, ClickHouse, Sentry

Resume/CV: https://andreygubarev.com/

Email: andrey@andreygubarev.com

Director of Infrastructure with 12+ years experience. Built AWS infrastructure for RebelMouse, the media platform powering GBNews, RawStory, Axios, Penske, United, and 50+ enterprise customers (800M+ monthly requests, 99.99% SLA). Led SOC 2 compliance, disaster recovery, and cloud cost optimization (27% reduction). Open for full-time and part-time Head of Infrastructure or Director roles at growth-stage SaaS companies.

andreygubarev··on Ask HN: Who wants to be hired? (August 2025)
Location: Tbilisi, Georgia

Remote: Yes (flexible hours, US/EU overlap available)

Willing to relocate: No

Technologies: Cloud: AWS, Kubernetes, Terraform, Docker | Languages: Python, Django | CI/CD: ArgoCD, GitOps | Observability: OpenTelemetry, Grafana

Résumé/CV: https://andreygubarev.com/

Email: andrey@andreygubarev.com

Director of Infrastructure with 13+ years experience. Led SOC 2 compliance and disaster recovery architecture for high-traffic media platform. Expert in AWS/Kubernetes automation and microservices migration. Seeking senior infrastructure leadership roles at growth-stage companies.