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Title: AISidesKicks (AI Integrations (Observability & Evals & Red Teaming)) · GitHub

Open Graph Title: AISidesKicks - Overview

X Title: AISidesKicks - Overview

Description: I am Integration Engineer (for 20+ years). Can custom AI harnesses help us in context of complex AI Integrations (Observability & Evals & Red Teaming)? - AISidesKicks

Open Graph Description: I am Integration Engineer (for 20+ years). Can custom AI harnesses help us in context of complex AI Integrations (Observability & Evals & Red Teaming)? - AISidesKicks

X Description: I am Integration Engineer (for 20+ years). Can custom AI harnesses help us in context of complex AI Integrations (Observability & Evals & Red Teaming)? - AISidesKicks

Opengraph URL: https://github.com/AISidesKicks

X: @github

direct link

Domain: github.com

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Links:

Skip to contenthttps://github.com/AISidesKicks#start-of-content
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Repositories 44 https://github.com/AISidesKicks?tab=repositories
Projects 0 https://github.com/AISidesKicks?tab=projects
Packages 0 https://github.com/AISidesKicks?tab=packages
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Overviewhttps://github.com/AISidesKicks
Repositorieshttps://github.com/AISidesKicks?tab=repositories
Projectshttps://github.com/AISidesKicks?tab=projects
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https://aha.AISidesKicks.fyihttps://aha.AISidesKicks.fyi
in/rudolfkutinahttps://www.linkedin.com/in/rudolfkutina/
https://huggingface.co/AISidesKickshttps://huggingface.co/AISidesKicks
https://www.kaggle.com/aisideskickshttps://www.kaggle.com/aisideskicks
blocking usershttps://docs.github.com/articles/blocking-a-user-from-your-personal-account
reporting abusehttps://docs.github.com/articles/reporting-abuse-or-spam
Report abusehttps://github.com/contact/report-abuse?report=AISidesKicks+%28user%29
Overview https://github.com/AISidesKicks
Repositories 44 https://github.com/AISidesKicks?tab=repositories
Projects 0 https://github.com/AISidesKicks?tab=projects
Packages 0 https://github.com/AISidesKicks?tab=packages
Stars 0 https://github.com/AISidesKicks?tab=stars
Overviewhttps://github.com/AISidesKicks
Repositorieshttps://github.com/AISidesKicks?tab=repositories
Projectshttps://github.com/AISidesKicks?tab=projects
Packageshttps://github.com/AISidesKicks?tab=packages
Starshttps://github.com/AISidesKicks?tab=stars
AISidesKickshttps://github.com/AISidesKicks/AISidesKicks
https://github.com/AISidesKicks#hi-there-
LinkedInhttps://www.linkedin.com/in/rudolfkutina/
SREhttps://en.wikipedia.org/wiki/Site_reliability_engineering
Thinking in Systemshttps://AHA.AISidesKicks.fyi/thinking-in-systems.html
https://www.youtube.com/watch?v=t0GiTyz4syY
https://www.youtube.com/watch?v=t0GiTyz4syY
https://github.com/AISidesKicks#i-know-how-to-do-my-job-ai-doesnt-period
https://github.com/AISidesKicks#well
RSIhttps://en.wikipedia.org/wiki/Recursive_self-improvement
reward hackinghttps://en.wikipedia.org/wiki/Reward_hacking
Agentic Infrastructurehttps://www.pulumi.com/blog/the-agentic-infrastructure-era/
Infrastructure as Code (IaC)https://en.wikipedia.org/wiki/Infrastructure_as_code
https://github.com/AISidesKicks#hybrid-ai---running-ai-fully-locally-or-as-private-ai-in-the-cloud
localai.isnot.cheaphttps://localai.isnot.cheap/
GHhttps://github.com/AISidesKicks/localai-isnot-cheap
why.hybridai.rsvphttps://why.hybridai.rsvp
GHhttps://github.com/AISidesKicks/why-hybridai-rsvp
howto.hybridai.clickhttps://howto.hybridai.click
GHhttps://github.com/AISidesKicks/howto-hybridai-click
refeed.raptor.today/https://refeed.raptor.today/
GHhttps://github.com/AISidesKicks/refeed-raptor-today
truth.parallax.observer/https://truth.parallax.observer/
GHhttps://github.com/AISidesKicks/truth.parallax.observer
doolally.trollino.rodeohttps://doolally.trollino.rodeo
GHhttps://github.com/AISidesKicks/doolally-trollino-rodeo
mem.codedorf.devhttps://mem.codedorf.dev/
GHhttps://github.com/AISidesKicks/mem-codedorf-dev
inside.cottonbox.cchttps://inside.cottonbox.cc
GHhttps://github.com/AISidesKicks/inside-cottonbox-cc
mcpwith.codemode.cchttps://mcpwith.codemode.cc/
GHhttps://github.com/AISidesKicks/mcpwith-codemode-cc
rest.graphql.winhttp://rest.graphql.win/
GHhttps://github.com/AISidesKicks/rest-graphql-win
rainbow.redoras.devhttps://rainbow.redoras.dev/
GHhttps://github.com/AISidesKicks/rainbow-redoras-dev
yesmom.selectia.devhttps://yesmom.selectia.dev/
GHhttps://github.com/AISidesKicks/selectia
https://github.com/AISidesKicks#we-all-will-be-educators-very-soon
STEAMhttps://en.wikipedia.org/wiki/STEAM_education
Experiential Educationhttps://www.aee.org/what-is-experiential-education
EEEhttps://eeeurope.org/
https://github.com/AISidesKicks#specialized-customized-agentic-ai-harnesses
lazyPIhttps://lazypi.org/
gritty.guidera.partyhttps://gritty.guidera.party
GHhttps://github.com/AISidesKicks/gritty-guidera-party
my.pietra.devhttps://my.pietra.dev
GHhttps://github.com/AISidesKicks/my-pietra-dev
PIhttps://pi.dev
my.taufiq.devhttps://my.taufiq.dev
GHhttps://github.com/AISidesKicks/my-taufiq-dev
TAUhttps://twotimespi.dev
3d.demessea.devhttps://3d.demessea.dev
GHhttps://github.com/AISidesKicks/3d-demessea-dev
DeepSeek Harnesshttps://github.com/deepseek-ai/deepseek-harness
AVO bloghttps://developer.nvidia.com/blog/nvidia-avo-reaches-100-on-arc-agi-3-demonstrating-a-frontier-level-general-purpose-architecture-for-long-horizon-autonomous-agents/
DSH (Domain Specific Harnesses)https://github.com/autonomous-ai/openharness#domain-specific-harnesses-dsh
opencodehttps://github.com/anomalyco/opencode
openharnesshttps://github.com/autonomous-ai/openharness
https://www.youtube.com/watch?v=Xxuxg8PcBvc
https://www.youtube.com/watch?v=Xxuxg8PcBvc
hermes agenthttps://github.com/nousresearch/hermes-agent
AVO: Agentic Variation Operators for Autonomous Evolutionary Search (arxiv:2603.24517 - 25 Mar 2026)https://arxiv.org/abs/2603.24517
What makes a harness a harness (arxiv:2606.10106 - 10 Jun 2026)https://arxiv.org/abs/2606.10106
Scaling the Harness in Agentic AI (arxiv:2605.26112 - 26 May 2026)https://arxiv.org/abs/2605.26112
Code as Agent Harness (arxiv:2605.18747 - 18 May 2026)https://arxiv.org/abs/2605.18747
Self-Harness: Harnesses That Improve Themselves (arxiv:2606.09498 - 8 Jun 2026)https://arxiv.org/abs/2606.09498
Meta-Harness: End-to-End Optimization of Model Harnesses (arXiv:2603.28052 - 30 Mar 2026)https://arxiv.org/abs/2603.28052
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design (arxiv:2608.13560 - 13 Aug 2026)https://arxiv.org/abs/2608.13560
Harness Continual Learning: Continual Adaptation Beyond Model Parameters (arxiv:2608.19013 - 9 Aug 2026)https://arxiv.org/abs/2608.19013
StarHarness: Evolving Harnesses with Stratified Search (arxiv:2608.24804 - 26 Aug 2026)https://arxiv.org/abs/2608.24804
HarnessCompass: Guiding Automatic Harness Evolution (arxiv:2608.01918 - 4 Aug 2026)https://arxiv.org/abs/2608.01918
Living-Harness Is an Interactive-Agent Evolver (arxiv:2607.26598 - 30 Jul 2026)https://arxiv.org/abs/2607.26598
MemoHarness: Agent Harnesses That Learn from Experience (arxiv:2607.14159 - 14 Jul 2026)https://arxiv.org/abs/2607.14159
AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces (arXiv:2608.23041 - 24 Aug 2026)https://arxiv.org/abs/2608.23041
Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection (arxiv:2608.20169 - 20 Aug 2026)https://arxiv.org/abs/2608.20169
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution (arxiv:2608.25593 - 26 Aug 2026)https://arxiv.org/abs/2608.25593
Co-Evolving Harnesses and Model Weights for LLM Agents (arxiv:2607.22688 - 17 Jul 2026)https://arxiv.org/abs/2607.22688
Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses (arxiv:2608.24876 - 25 Aug 2026)https://arxiv.org/abs/2608.24876
Stop Comparing LLM Agents Without Disclosing the Harness (arXiv:2605.23950 - 7 May 2026)https://arxiv.org/abs/2605.23950
Rethinking the Evaluation of Harness Evolution for Agents (arXiv:2607.12227 - 14 Jul 2026)https://arxiv.org/abs/2607.12227
Human-on-the-Bridge: Scalable Evaluation for AI Agents (arxiv:2606.16871 - 5 Jun 2026)https://arxiv.org/abs/2606.16871
HarnessOpt-Bench: Evaluating LLMs at Harness Optimization (arxiv:2608.06301 - 6 Aug 2026)https://arxiv.org/abs/2608.06301
Open Harness Atlas - The OSS layer that makes model-agnostic AI workloads possiblehttps://github.com/Benjamin-KY/open-harness-atlas
Agent Harness Atlas - head-to-head review of the harness around mainstream AI coding agentshttps://github.com/agent-harness-atlas/agent-harness-atlas.github.io
webhttps://agent-harness-atlas.github.io/
Harness Atlas - tears agent harnesses down into the primitives they actually ship, scores them on one fixed component grid, and places them on a maturity rangehttps://github.com/shi503/harness-atlas/
https://github.com/AISidesKicks#license
LICENSEhttps://github.com/AISidesKicks/AISidesKicks/blob/main/LICENSE
localai-isnot-cheaphttps://github.com/AISidesKicks/localai-isnot-cheap
SGLang-0.5.3-VLCachehttps://github.com/AISidesKicks/SGLang-0.5.3-VLCache
why-hybridai-rsvphttps://github.com/AISidesKicks/why-hybridai-rsvp
open-responses-memproxyhttps://github.com/AISidesKicks/open-responses-memproxy
GitHub status pagehttps://www.githubstatus.com/
contact supporthttps://github.com/contact
Please reload this pagehttps://github.com/AISidesKicks
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Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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