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replicate
cog
Go2021–2026
replicate / cog

cog

Containers for machine learning

AI & Machine LearningSystems & InfrastructureLearning & ReferenceDevOps & Cloud
Explore on GitHubRead Hacker News discussions
11Distinct people
17Mentions
0Explicit recommenders
9.5KGitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Containers for machine learning

GitHub

Where it is used

No documented product use was verified in the last source check.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 8–Nov 15 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/15/2026, 2:04:58 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by year17 dated mentions

Observed mentions: 2021-09-09 17:27:16 UTC to 2026-05-01 17:06:58 UTC.

024682021-01-01 00:00:00 UTC to 2022-01-01 00:00:00 UTC (exclusive): 1 mentions; 1 submissions, 0 comments20212022-01-01 00:00:00 UTC to 2023-01-01 00:00:00 UTC (exclusive): 8 mentions; 2 submissions, 6 comments2023-01-01 00:00:00 UTC to 2024-01-01 00:00:00 UTC (exclusive): 3 mentions; 0 submissions, 3 comments20232024-01-01 00:00:00 UTC to 2025-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2025-01-01 00:00:00 UTC to 2026-01-01 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 comments2026-01-01 00:00:00 UTC to 2027-01-01 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 comments. Incomplete calendar period.2026*

* An incomplete calendar period is marked with an outlined bar. Its count is not directly comparable with a full period.

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
20212021-01-01 00:00:00 UTC2022-01-01 00:00:00 UTC110
20222022-01-01 00:00:00 UTC2023-01-01 00:00:00 UTC826
20232023-01-01 00:00:00 UTC2024-01-01 00:00:00 UTC303
20242024-01-01 00:00:00 UTC2025-01-01 00:00:00 UTC101
20252025-01-01 00:00:00 UTC2026-01-01 00:00:00 UTC202
2026 (partial)2026-01-01 00:00:00 UTC2027-01-01 00:00:00 UTC202

What Hacker News says

2 sources
kflansburg·May 1, 2026
Cloudflare | Systems or ML Engineer, Workers AI | Austin, TX or London, UK or San Francisco, CA (Hybrid) | Full-Time | https://cloudflare.com Cloudflare is building across the entire AI stack. Here are some exciting things that we have launched recently: - Kimi k2.5: https://blog.cloudflare.com/workers-ai-large-models/ - Kimi Performance Improvements: https://blog.cloudflare.com/high-performance-llms/ - Kimi k2.6 Speculative Decoding and Shared KV Cache: https://x.com/kevin_flansburg/status/2050238819065299110 - Unweight Tensor Compression: https://blog.cloudflare.com/unweight-tensor-compression/ - Code Mode MCP Servers: https://blog.cloudflare.com/code-mode/ - Agents SDK: https://blog.cloudflare.com/building-agents-with-openai-and-... - Agent Memory: https://blog.cloudflare.com/introducing-agent-memory/ - Internal AI Tooling: https://blo
Read the rest
g.cloudflare.com/internal-ai-engineering-stack/ - Release Cog v0.19: https://github.com/replicate/cog/releases/tag/v0.19.0 - Dynamic Worker Sandboxes: https://blog.cloudflare.com/dynamic-workers/ - Dynamic Workflows: https://blog.cloudflare.com/dynamic-workflows/ We are looking for systems and ML engineers to help build our edge inference platform: - Senior Systems Engineer, Workers AI - https://job-boards.greenhouse.io/cloudflare/jobs/7764827?gh_... - Senior / Principal Machine Learning Engineer, Workers AI- https://job-boards.greenhouse.io/cloudflare/jobs/6297179?gh_...
In Ask HN: Who is hiring? (May 2026)
kflansburg·Apr 1, 2026
Cloudflare | Systems or ML Engineer, Workers AI | Austin, TX or London, UK or San Francisco, CA (Hybrid) | Full-Time | https://cloudflare.com Cloudflare is building across the entire AI stack. Here are some exciting things that we have launched recently: - Release Cog v0.17: https://github.com/replicate/cog/releases/tag/v0.17.0 - Dynamic Worker Sandboxes: https://blog.cloudflare.com/dynamic-workers/ - Kimi K2.5: https://blog.cloudflare.com/workers-ai-large-models/ - Code Mode MCP Servers: https://blog.cloudflare.com/code-mode/ - Agents SDK: https://blog.cloudflare.com/building-agents-with-openai-and-... We are looking for systems and ML engineers to help build our edge inference platform: - Senior Systems Engineer, Workers AI - https://job-boards.greenhouse.io/cloudflare/jobs/7764827?gh_... - Senior / Principal Machine Learning Engineer,
Read the rest
Workers AI- https://job-boards.greenhouse.io/cloudflare/jobs/6297179?gh_...
In Ask HN: Who is hiring? (April 2026)

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