DestructoR666 AI Digest · Free-source v0.3 no-repeat edit

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Jul 28, 2026 80 leads scanned 9 sources
A tiny anti-slop zine for agents, tools, model ops, and actually useful AI weirdness. No X API toll paid.

Editor picks

Thinking, experiments, papers, and opinionated field notes first. Releases are useful, but they live downstairs now.
#01
r/hermesagent · reddit · Jul 28

Does Hermes use my Kimi subscription/Kimi Code allowance, or does it require separate API billing?

Editor's read

A Reddit field report/discussion from r/hermesagent. Plain version: Please help, I would really appreciate any advice 🙏 I already have a paid Kimi subscription, access to Kimi Code, and a Kimi API key.

Why you might care

Directly relevant to your agent stack. This can affect Hermes behavior, upgrade timing, plugins, gateway surfaces, or ideas worth stealing for OAC/DestructoR666.

Source excerpt

Please help, I would really appreciate any advice 🙏 I already have a paid Kimi subscription, access to Kimi Code, and a Kimi API key. I can see that Hermes supports Kimi, but I’m unclear about which allowance or billing system it actually uses. When I connect Kimi to Hermes: Can Hermes use the inference included with my Kimi or Kimi Code subscription? Or do…

reddithermesagentshermesagent
read67.9hermes, hermes, agents, inference
#02
r/hermesagent · reddit · Jul 28

does glm, deepseek, kimi works reliably via hermes ?

Editor's read

A Reddit field report/discussion from r/hermesagent. Plain version: anyone who have 20$ plan or on-the-go plans can these models be reliable as that of claude, codex, gemini ?

Why you might care

Directly relevant to your agent stack. This can affect Hermes behavior, upgrade timing, plugins, gateway surfaces, or ideas worth stealing for OAC/DestructoR666.

Source excerpt

anyone who have 20$ plan or on-the-go plans can these models be reliable as that of claude, codex, gemini ? submitted by /u/broodysupertramp [link] [comments]

reddithermesagentshermesagent
read67.7hermes, hermes, agents, codex
#03
r/hermesagent · reddit · Jul 27

Anyone running Hermes commercially for a client — hosted/managed or handed off?

Editor's read

A Reddit field report/discussion from r/hermesagent. Plain version: I've run Hermes since launch — two agents on a Mac mini, heavily integrated across services, and at this point it does more for my personal life and small business than Claude or ChatGPT combined.

Why you might care

Directly relevant to your agent stack. This can affect Hermes behavior, upgrade timing, plugins, gateway surfaces, or ideas worth stealing for OAC/DestructoR666.

Source excerpt

I've run Hermes since launch — two agents on a Mac mini, heavily integrated across services, and at this point it does more for my personal life and small business than Claude or ChatGPT combined. A client just approached me about deploying an agentic system for their business. Two-person company, everything manual today, only AI exposure is ChatGPT. Their…

reddithermesagentshermesagent
read67.5hermes, hermes, agent, agents
#04
Hacker News · hn · Jul 28

Ask HN: Is there legal risk in AI memory?

Editor's read

A community-submitted project/thread. A title-first lead about: Ask HN: Is there legal risk in AI memory?. Skim it only if that maps to current agent/tooling work. Treat it as an early smoke signal, not a verdict. HN: 1 points, 0 comments. Query: AI agents tool use.

Why you might care

This maps directly onto OAC: what agents remember, what they should forget, and how not to build a cursed context landfill.

Source excerpt

HN: 1 points, 0 comments. Query: AI agents tool use.

hnAI agents tool use
read58.9agent, agents, ai agent, tool use
#05
Hacker News · hn · Jul 27

Show HN: Tilde Pay – Give your AI agent a bank account to pay for things

Editor's read

A community-submitted project/thread. A newly surfaced project/tool lead: Give your AI agent a bank account to pay for things Treat it as an early smoke signal, not a verdict. HN: 3 points, 6 comments. Query: AI agents tool use.

Why you might care

HN is noisy, but comments surface implementation pain fast. Good for spotting whether a shiny thing survives contact with engineers.

Source excerpt

HN: 3 points, 6 comments. Query: AI agents tool use.

hnAI agents tool use
read50.4agent, agents, ai agent, tool use

Articles / research / opinions

The stuff people are thinking, trying, arguing, and building with the tech. This is the main read pile.
#06
Hacker News · hn · Jul 22

Show HN: Yorishiro – a macOS terminal where AI agents live

Editor's read

A community-submitted project/thread. A newly surfaced project/tool lead: a macOS terminal where AI agents live Treat it as an early smoke signal, not a verdict. HN: 42 points, 13 comments. Query: MCP agent LLM.

Why you might care

MCP is becoming the plumbing layer for agent tools. Worth watching because it shapes what Hermes/OAC can connect to without bespoke glue code.

Source excerpt

HN: 42 points, 13 comments. Query: MCP agent LLM.

hnMCP agent LLM
read48.5agent, agents, ai agent, mcp
#07
arXiv · paper · Jul 27

KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability

Editor's read

A research paper. In human terms: Computer vision models have become highly effective for medical applications, yet their black-box nature continues to undermine clinician trust.

Why you might care

Evals are how we avoid vibes-only agent work. Useful if it suggests tests we can adapt for Hermes/OAC reliability.

Source excerpt

Computer vision models have become highly effective for medical applications, yet their black-box nature continues to undermine clinician trust. In clinical workflows, chest X-ray classifiers are increasingly paired with Vision-Language Models (VLMs) to generate natural-language explanations. However, these systems add linguistic fluency without addressing the underlying opacity of the visual model. With the emergen…

paperLLM evaluation benchmark agentscs.CVcs.AI
skim abstract45.7agent, agents, eval, benchmark
#08
Latent Space · feed · Jul 28

[AINews] Much ado about Open Weights

Editor's read

A post from Latent Space. Plain version: Everyone is writing a lot, but only Kimi K3 shipped today

Why you might care

Kept because it matched the radar’s AI/agent/tooling filters. Skim title + source first; open only if it lines up with current Hermes/OAC work.

Source excerpt

Everyone is writing a lot, but only Kimi K3 shipped today

aiindustryagents
read45.6agents
#09
Simon Willison · feed · Jul 27

An opinionated guide to which AI to use to do stuff

Editor's read

A post from Simon Willison. Plain version: An opinionated guide to which AI to use to do stuff It's interesting watching the evolution of Ethan Mollick's guide over time.

Why you might care

Kept because it matched the radar’s AI/agent/tooling filters. Skim title + source first; open only if it lines up with current Hermes/OAC work.

Source excerpt

An opinionated guide to which AI to use to do stuff It's interesting watching the evolution of Ethan Mollick's guide over time. A year ago it was still all about chat - ChatGPT, Claude, Gemini - with o3, Claude 4 Opus, and Gemini 2.5 Pro as the models and Deep Research as a useful alternative mode. Today it's much more about agentic systems - "where the AI…

llmtoolspractical
read45.0agent
#10
arXiv · paper · Jul 27

Data Pyramid for Embodied Manipulation

Editor's read

A research paper. In human terms: Multimodal foundation models learned to see and to speak by consuming the whole internet.

Why you might care

Evals are how we avoid vibes-only agent work. Useful if it suggests tests we can adapt for Hermes/OAC reliability.

Source excerpt

Multimodal foundation models learned to see and to speak by consuming the whole internet. Embodied agents admit no such shortcut, since they require data that couple observations with physical states and actions. These signals can be provided, to varying degrees, by multiple data sources. In this work, we organize the embodied data ecosystem as a "pyramid" spanning five complementary sources: real-robot data, UMI-st…

paperLLM evaluation benchmark agentscs.ROcs.CV
paper shelf38.7agent, agents, eval, benchmark
#11
arXiv · paper · Jul 27

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

Editor's read

A research paper. In human terms: Multimodal large language models (MLLMs) hold immense potential to revolutionize clinical practice, yet deploying them in the medical domain is fundamentally a vision-centric challenge: models must absorb know…

Why you might care

This maps directly onto OAC: what agents remember, what they should forget, and how not to build a cursed context landfill.

Source excerpt

Multimodal large language models (MLLMs) hold immense potential to revolutionize clinical practice, yet deploying them in the medical domain is fundamentally a vision-centric challenge: models must absorb knowledge from heterogeneous 2D and 3D medical images, and evaluation protocols must align with radiologists' clinical practice and provide an accurate, fine-grained and factualness-driven assessment. In this paper…

paperlarge language model agents memorycs.CVcs.AI
paper shelf38.7agent, agents, memory, eval
#12
Simon Willison · feed · Jul 27

moonshotai/Kimi-K3

Editor's read

A post from Simon Willison. Plain version: moonshotai/Kimi-K3 As promised earlier this month , Moonshot have released the weights for their excellent 2.8 trillion parameter Kimi K3.

Why you might care

Kept because it matched the radar’s AI/agent/tooling filters. Skim title + source first; open only if it lines up with current Hermes/OAC work.

Source excerpt

moonshotai/Kimi-K3 As promised earlier this month , Moonshot have released the weights for their excellent 2.8 trillion parameter Kimi K3. They're a hefty 1.56TB on Hugging Face. Kimi introduced their own janky modified version of the MIT license with K2 back in July 2025. That license just added this paragraph requiring attribution beyond a certain size of…

llmtoolspractical
skim38.1feed
#13
r/ChatGPTCoding · reddit · undated

What's your favourite Gen AI Coding Agent?

Editor's read

A Reddit field report/discussion from r/ChatGPTCoding. Plain version: CodiumAI's pr-agent is a great agent that provides developers with AI-generated code reviews for pull requests, with a focus on the commits: pr-agent - GitHub The tool gives developers and repo maintainers inf…

Why you might care

Reddit is noisy as hell, but niche subs expose real user confusion, setup pain, tool comparisons, and early adoption smoke before it becomes polished launch copy.

Source excerpt

Search-indexed Reddit result. CodiumAI's pr-agent is a great agent that provides developers with AI-generated code reviews for pull requests, with a focus on the commits: pr-agent - GitHub The tool gives developers and repo maintainers information to expedite the pull request approval process such as: the main theme, how it fol…

redditagentsworkflowssearch-fallback
skim31.0agents, coding agent, workflow
#14
Google DeepMind Blog · feed · Jun 24

Introducing computer use in Gemini 3.5 Flash

Editor's read

A post from Google DeepMind Blog. Plain version: A title-first lead about: Introducing computer use in Gemini 3.5 Flash. Skim it only if that maps to current agent/tooling work.

Why you might care

Computer-use agents are close to the surface where Hermes becomes genuinely useful or genuinely annoying. Watch for practical local/private patterns.

Source excerpt

No summary from source. Open the link if this smells interesting.

researchmodels
maybe25.0computer use

Releases / software updates

Important for staying current, but intentionally below the longform material. Changelogs are seasoning, not dinner.
#01
GitHub · release · Jul 20

Hermes Agent: Hermes Agent v0.19.0 (2026.7.20) — The Quicksilver Release

Release note

A new release/update from Hermes Agent. Plain version: Hermes is the messenger god, and this window we made him move like it.

Why you might care

Directly relevant to your agent stack. This can affect Hermes behavior, upgrade timing, plugins, gateway surfaces, or ideas worth stealing for OAC/DestructoR666.

Source excerpt

# Hermes Agent v0.19.0 (v2026.7.20) **Release Date:** July 20, 2026 **Since v0.18.0:** ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · **~3,300 issues closed** · **450+ community contributors** > **The Quicksilver Release.** Hermes is the messenger god, and this window we made him move like it. First-tur…

hermesagent-opsNousResearch/hermes-agent
watch release48.0hermes, hermes
#02
GitHub · release · Jul 7

Hermes Agent: Hermes Agent v0.18.2 (2026.7.7.2)

Release note

A new release/update from Hermes Agent. Plain version: --- ## What's in this patch - fix(whatsapp): unpin Baileys from git commit, use published 7.0.0-rc13 ([#60643](

Why you might care

Directly relevant to your agent stack. This can affect Hermes behavior, upgrade timing, plugins, gateway surfaces, or ideas worth stealing for OAC/DestructoR666.

Source excerpt

# Hermes Agent v0.18.2 (v2026.7.7.2) **Release Date:** July 7, 2026 > Same-day patch on top of v0.18.1, picking up the WhatsApp Baileys dependency fix needed for tagged-release Docker builds. --- ## What's in this patch - **fix(whatsapp): unpin Baileys from git commit, use published 7.0.0-rc13** ([#60643](https://github.com/NousResearch/hermes-agent/pull/60…

hermesagent-opsNousResearch/hermes-agent
watch release48.0hermes, hermes
#03
GitHub · release · Jul 26

OpenAI Agents Python: v0.19.0

Release note

A new release/update from OpenAI Agents Python. Plain version: Added agents.tool.ProgrammaticToolCallingTool, which lets supported OpenAI Responses models generate JavaScript to coordinate eligible tools.

Why you might care

Competitive intel: how OpenAI thinks agent SDKs should work, where Hermes is ahead/behind, and patterns we might borrow without joining the mothership.

Source excerpt

## Key Changes This minor release does **not** introduce a breaking change. The minor version bump reflects a significant new OpenAI Responses feature area: Programmatic Tool Calling. ### Highlights: - Added `agents.tool.ProgrammaticToolCallingTool`, which lets supported OpenAI Responses models generate JavaScript to coordinate eligible tools. It supports p…

agentssdkopenai/openai-agents-python
watch release46.7agents, ai agent, openai agents
#04
GitHub · release · Jul 16

OpenAI Agents Python: v0.18.3

Release note

A new release/update from OpenAI Agents Python. Plain version: feat: make task and turn tracing spans configurable by @seratch in * feat(realtime): track response usage in session context by @seratch in * fix(memory): serialize OpenAI conversation session initialization by @russeell in h…

Why you might care

Competitive intel: how OpenAI thinks agent SDKs should work, where Hermes is ahead/behind, and patterns we might borrow without joining the mothership.

Source excerpt

## What's Changed * feat: make task and turn tracing spans configurable by @seratch in https://github.com/openai/openai-agents-python/pull/3834 * feat(realtime): track response usage in session context by @seratch in https://github.com/openai/openai-agents-python/pull/3812 * fix(memory): serialize OpenAI conversation session initialization by @russeell in h…

agentssdkopenai/openai-agents-python
watch release44.0agents, ai agent, memory, openai agents
#05
GitHub · release · Jul 27

MCP TypeScript SDK: @modelcontextprotocol/server-legacy@2.0.0

Release note

A new release/update from MCP TypeScript SDK. Plain version: Minor Changes - #2477 8e1d2e9 Thanks @felixweinberger!

Why you might care

MCP is becoming the plumbing layer for agent tools. Worth watching because it shapes what Hermes/OAC can connect to without bespoke glue code.

Source excerpt

### Minor Changes - [#2477](https://github.com/modelcontextprotocol/typescript-sdk/pull/2477) [`8e1d2e9`](https://github.com/modelcontextprotocol/typescript-sdk/commit/8e1d2e92b1720d2520122b3a5f20ea084edaf3c4) Thanks [@felixweinberger](https://github.com/felixweinberger)! - Move the schema source modules (spec schemas, OAuth schemas, protocol constants) int…

mcptoolsmodelcontextprotocol/typescript-sdk
skim changelog41.2mcp
#06
GitHub · release · Jul 27

MCP TypeScript SDK: @modelcontextprotocol/server@2.0.0

Release note

A new release/update from MCP TypeScript SDK. Plain version: Minor Changes - #2501 1480241 Thanks @felixweinberger!

Why you might care

MCP is becoming the plumbing layer for agent tools. Worth watching because it shapes what Hermes/OAC can connect to without bespoke glue code.

Source excerpt

### Minor Changes - [#2501](https://github.com/modelcontextprotocol/typescript-sdk/pull/2501) [`1480241`](https://github.com/modelcontextprotocol/typescript-sdk/commit/1480241e2a2a7f0ceee8e7723b2adcf88579bb36) Thanks [@felixweinberger](https://github.com/felixweinberger)! - Export the `Protocol` base class and `mergeCapabilities` from the `@modelcontextprot…

mcptoolsmodelcontextprotocol/typescript-sdk
skim changelog41.2mcp
#07
GitHub · release · Jul 27

MCP Python SDK: v2.0.0rc1

Release note

A new release/update from MCP Python SDK. Plain version: Pre-releases are opt-in only; pip install mcp still resolves to the stable 1.x line.

Why you might care

MCP is becoming the plumbing layer for agent tools. Worth watching because it shapes what Hermes/OAC can connect to without bespoke glue code.

Source excerpt

First v2 release candidate. Pre-releases are opt-in only; `pip install mcp` still resolves to the stable 1.x line. ```bash pip install mcp==2.0.0rc1 # or uv add "mcp==2.0.0rc1" ``` The [documentation](https://py.sdk.modelcontextprotocol.io/v2/) has the full tutorial and API reference, and the [migration guide](https://py.sdk.modelcontextprotocol.io/v2/migra…

mcptoolsmodelcontextprotocol/python-sdk
skim changelog40.4mcp
#08
GitHub · release · Jul 27

Pydantic AI: v2.19.0 (2026-07-27)

Release note

A new release/update from Pydantic AI. Plain version: Re-assert absorbed external cancellation at run step boundaries by @DouweM in ### 📦 Dependencies * Update…

Why you might care

Competitive intel: how OpenAI thinks agent SDKs should work, where Hermes is ahead/behind, and patterns we might borrow without joining the mothership.

Source excerpt

## What's Changed ### 🚀 Features * Add `headers` and `retry_after` to `ModelHTTPError`, populate from all provider SDKs by @dmontagu in https://github.com/pydantic/pydantic-ai/pull/6733 ### 🐛 Bug Fixes * Re-assert absorbed external cancellation at run step boundaries by @DouweM in https://github.com/pydantic/pydantic-ai/pull/6496 ### 📦 Dependencies * Update…

agentspythonpydantic/pydantic-ai
skim changelog34.4agents
#09
GitHub · release · Jul 14

MCP Python SDK: v2.0.0b2

Release note

A new release/update from MCP Python SDK. Plain version: Pre-releases are opt-in only; pip install mcp still resolves to the stable 1.x line.

Why you might care

MCP is becoming the plumbing layer for agent tools. Worth watching because it shapes what Hermes/OAC can connect to without bespoke glue code.

Source excerpt

Second v2 beta. Pre-releases are opt-in only; `pip install mcp` still resolves to the stable 1.x line. ```bash pip install mcp==2.0.0b2 # or uv add "mcp==2.0.0b2" ``` The [documentation](https://py.sdk.modelcontextprotocol.io/v2/) has the full tutorial and API reference, and the [migration guide](https://py.sdk.modelcontextprotocol.io/v2/migration/) covers…

mcptoolsmodelcontextprotocol/python-sdk
skim changelog30.0mcp
#10
GitHub · release · Jul 10

LangGraph: langgraph-cli==0.4.31

Release note

A new release/update from LangGraph. Plain version: cli==0.4.30 * chore(cli): allow langgraph-api versions up to 1.0.0 (#8319) * chore(deps): bump the minor-and-patch group in /libs/cli with 5 updates (#8251) * chore(deps): bump the minor-and-patch group in /libs/cli/js-examples w…

Why you might care

Useful as a contrast model for workflow/stateful agents. Even if we do not adopt it, it exposes design patterns and footguns for OAC-style continuity.

Source excerpt

Changes since cli==0.4.30 * chore(cli): allow langgraph-api versions up to 1.0.0 (#8319) * chore(deps): bump the minor-and-patch group in /libs/cli with 5 updates (#8251) * chore(deps): bump the minor-and-patch group in /libs/cli/js-examples with 6 updates (#8246) * chore(deps): bump the minor-and-patch group in /libs/cli/js-monorepo-example with 7 updates…

agentsworkflowlangchain-ai/langgraph
skim changelog30.0agents, workflow

Radar stats

V0 uses dumb-but-transparent scoring. Future versions can add LLM judgment after collection is bounded.
80total leads
24printed
9sources hit
$0X API spend
4feed17hn10paper20reddit29release

Editorial stance

Twitter is a goblin with binoculars, not the editorial board. V0 watches free sources first: RSS, Reddit, GitHub, HN, arXiv. Articles, research, opinionated field notes, and real user pain reports get top billing; releases are parked lower because staying current matters, but changelog spelunking is not a personality.

Collector logs

Receipts and failures. The web remains held together by raccoon string.