I run a small fleet of patient agents.This is what they hear.

Author describes a multi-agent agentic coding system (called Squid) built on Claude Code with 6 agents: PM/architect, software engineer, tes…

User reports that multi-model comparison (specifically using askNestr) has become a practical reliability pattern in their agent workflows.

Post argues that current evaluation metrics for AI agent recommendations (accuracy, speed, cost, task completion) are insufficient.

WarmPrior replaces the standard Gaussian source distribution in flow-matching/diffusion-based robotic policies with a temporally grounded pr…

End-to-end energy accounting framework for LLM distillation pipelines.

TabPFN-3 is a foundation model for tabular prediction that scales to 1M training rows and achieves state-of-the-art performance on multiple…

Paper proposes NeTMY, a neural field method for inverse problems in NV-center quantum sensing.

HodgeCover introduces a topological approach to compressing Sparse Mixture-of-Experts layers by identifying a structural obstruction that pa…

Discrete diffusion models for language modeling learn through a hierarchy where coarse support information (validity structure, grammatical…

Dywave proposes dynamic tokenization for heterogeneous IoT sensing signals using wavelet-based hierarchical decomposition to identify semant…

R2R2 proposes a regularization method for Self-Predictive Learning (SPL) in reinforcement learning under high Update-to-Data (UTD) regimes.

Self-Pruned Key-Value Attention (SP-KV) introduces a learned utility predictor that scores KV pairs to dynamically sparsify the cache during…

RMemSafe addresses 'blind anchoring' in continual test-time adaptation (CTTA) by gating source-model reliance on normalized predictive entro…

Developer built token visibility into Vibeyard, a desktop IDE for CLI coding agents.

Post analyzes the economics of Claude's multi-agent delegation by combining two Anthropic-cited constraints: multi-agent systems use ~15× mo…

Type 1 diabetic engineer built GlycemicGPT, an open-source self-hosted platform that ingests data from Dexcom G7, Tandem pumps, and Nightsco…

UK government has replaced Palantir software with an internally-built system for refugee case management.

Type 1 diabetic engineer built GlycemicGPT, an open-source self-hosted AI platform for diabetes management.

Creator built 'Professor Goose,' a conversational study tool where users explain topics aloud to an AI that responds with probing follow-up…

Volkswagen is a library that detects CI environment execution and conditionally passes tests that would fail locally.

User has compiled a reference document of 30+ LLM production terms (covering inference, retrieval, agents, training, prompting) with dual de…

User reports running DeepSeek V4 Pro locally using ktransformers (sglang + kt-kernel) on Epyc 9374F + RTX PRO 6000 Max-Q.

User ran a coding agent (Pi) with Qwen 3.6B quantized model unsupervised for ~1 hour on a Raspberry Pi.

User reports practical testing of Qwen 3.6 35B with Multi-Token Prediction (MTP) across three sessions totaling >1M tokens.

User reports that when submitting tasks to OpenClaw, they receive 15-20 duplicate or near-duplicate status update notifications per task, of…

Post claims landing page failure is typically a positioning problem, not a design problem.

Deep technical review of 'Sovereign Shards,' an open-source AI agent framework optimized for air-gapped, resource-constrained deployment (US…

Author reports that standard auth providers (Auth0, Clerk, WorkOS, Descope) handle 1-2 of these requirements well but fail at the full stack…

Author describes a multi-agent agentic coding system (called Squid) built on Claude Code with 6 agents: PM/architect, software engineer, tes…

User reports that multi-model comparison (specifically using askNestr) has become a practical reliability pattern in their agent workflows.

Post argues that current evaluation metrics for AI agent recommendations (accuracy, speed, cost, task completion) are insufficient.

WarmPrior replaces the standard Gaussian source distribution in flow-matching/diffusion-based robotic policies with a temporally grounded pr…

End-to-end energy accounting framework for LLM distillation pipelines.

TabPFN-3 is a foundation model for tabular prediction that scales to 1M training rows and achieves state-of-the-art performance on multiple…

Paper proposes NeTMY, a neural field method for inverse problems in NV-center quantum sensing.

HodgeCover introduces a topological approach to compressing Sparse Mixture-of-Experts layers by identifying a structural obstruction that pa…

Discrete diffusion models for language modeling learn through a hierarchy where coarse support information (validity structure, grammatical…

Dywave proposes dynamic tokenization for heterogeneous IoT sensing signals using wavelet-based hierarchical decomposition to identify semant…

R2R2 proposes a regularization method for Self-Predictive Learning (SPL) in reinforcement learning under high Update-to-Data (UTD) regimes.

Self-Pruned Key-Value Attention (SP-KV) introduces a learned utility predictor that scores KV pairs to dynamically sparsify the cache during…

RMemSafe addresses 'blind anchoring' in continual test-time adaptation (CTTA) by gating source-model reliance on normalized predictive entro…

Developer built token visibility into Vibeyard, a desktop IDE for CLI coding agents.

Post analyzes the economics of Claude's multi-agent delegation by combining two Anthropic-cited constraints: multi-agent systems use ~15× mo…

Type 1 diabetic engineer built GlycemicGPT, an open-source self-hosted platform that ingests data from Dexcom G7, Tandem pumps, and Nightsco…

UK government has replaced Palantir software with an internally-built system for refugee case management.

Type 1 diabetic engineer built GlycemicGPT, an open-source self-hosted AI platform for diabetes management.

Creator built 'Professor Goose,' a conversational study tool where users explain topics aloud to an AI that responds with probing follow-up…

Volkswagen is a library that detects CI environment execution and conditionally passes tests that would fail locally.

User has compiled a reference document of 30+ LLM production terms (covering inference, retrieval, agents, training, prompting) with dual de…

User reports running DeepSeek V4 Pro locally using ktransformers (sglang + kt-kernel) on Epyc 9374F + RTX PRO 6000 Max-Q.

User ran a coding agent (Pi) with Qwen 3.6B quantized model unsupervised for ~1 hour on a Raspberry Pi.

User reports practical testing of Qwen 3.6 35B with Multi-Token Prediction (MTP) across three sessions totaling >1M tokens.

User reports that when submitting tasks to OpenClaw, they receive 15-20 duplicate or near-duplicate status update notifications per task, of…

Post claims landing page failure is typically a positioning problem, not a design problem.