MindPattern - AI Research Intelligence

Agents · 2026-09-11 · high▲

A read-only memory check nearly doubled an agent's pass rate

In a GitHub Copilot SDK setup, an asynchronous memory-curator agent got read-only tools to check candidate memories against the current state before saving them. Pass rate on CLBench rose to 73% from 39% (arXiv 2609.11060). Queries per question fell to 4.7 from 8.8, and task-a...

arXiv 2609.110601 sources7 entities

Agents

OSS · 2026-09-10 · source-backed▲

Kubernetes SIGs now has an agent-sandbox controller at 3,796 stars.

kubernetes-sigs/agent-sandbox is an Apache-2.0 Go controller for isolated, stateful, singleton workloads aimed at agent runtimes and RL, pushed today with 492 forks. Agent isolation moving from ad-hoc Docker wrappers into a kubernetes-sigs org means the primitive is being stan...

kubernetes-sigs/agent-sandbox1 sources4 entities

OSS · 2026-09-12 · high–

PageIndex reaches 35,621 stars arguing against vector search

v0.2.16 released September 10, MIT Python, 3,141 forks, 104 open issues. It builds a hierarchical document index the model reasons over directly, skipping embeddings and similarity search (GitHub). Against the same day's data, where Milvus sits at 46,067 stars and turbovec at...

GitHub1 sources9 entities

Markets · 2026-09-10 · high▲

Three agent-action gates shipped in one week

Harden took Product Hunt's number two slot September 9 with 389 votes for a free local 8B post-trained model that checks commands, file edits and outbound requests against the session's stated intent before they run, across Claude Code, Cursor, Codex, OpenClaw, Kiro and Antigr...

Product Hunt's number two slot1 sources13 entities

OSS · 2026-09-12 · high–

Tencent's WeKnora rebuilds RAG as a living wiki

22,521 stars, 3,233 forks, 749 open issues, Go, gaining 226 stars on September 12. It bundles a queryable RAG store, an autonomous reasoning agent, and a wiki the model keeps updating as sources change (GitHub). Three repos on the same boards now take that shape: WeKnora, nash...

GitHub2 sources6 entities

OSS · 2026-09-12 · high–

This CAD editor lets AI agents skip the GUI

At 23,817 stars with 2,954 forks and only 20 open issues, MIT-licensed, pushed September 12 after gaining 514 stars that day. It's an open-source architectural modeling editor exposing its own operations through a CLI and MCP server so a coding agent drives the model directly...

GitHub1 sources8 entities

Security · 2026-09-10 · source-backed▲

Prompt injection through audio completes at 49% where the same attack through images completes at 1%.

MMPIBench pushed a fixed attack set through six visual carriers across 720 runs on six frameworks, five models and four attacker objectives. Visual attacks were attempted in 12.8% of runs but completed in about 1%, with nearly the whole gap closing at the planning step. Extend...

MMPIBench1 sources5 entities

Security

OSS · 2026-09-12 · high–

DeskcommCRM tops GitHub's TypeScript board with 505 stars

Self-hosted, multi-tenant, native AI agents, WhatsApp via WAHA, MCP-ready, LGPD-compliant, positioned against Kommo, Octadesk and Intercom, at 1,567 stars with 519 forks (GitHub). A Brazilian-market, chat-first sales model is unusual on a board that's otherwise English-languag...

GitHub1 sources15 entities

OSS · 2026-09-10 · high–

Voicebox tops 52,884 stars with 172 patches unreviewed

jamiepine/voicebox, the open-source voice cloning and dictation studio, was last pushed August 9, with 172 patches sitting unreviewed since. Highest star count in today's checked set and the star count is doing none of the work.

jamiepine/voicebox1 sources2 entities

OSS · 2026-09-14 · source-backed–

RuView has 647 open PRs against 61 open issues.

ruvnet/RuView turns commodity WiFi signals into spatial intelligence, vital-sign monitoring and presence detection with no camera, Rust, MIT, at 93,656 stars. The GitHub open_issues_count of 708 reads like a bug pile until you split it: 10.6 contributions per complaint. Almost...

ruvnet/RuView1 sources6 entities

OSS · 2026-09-13 · source-backed–

ppt-master has 54,016 stars and exactly three open issues.

hugohe3/ppt-master generates native PowerPoint decks from documents or topics with real shapes, transitions and animations, data-backed charts and tables, and audio narration generated from speaker notes, instead of exporting images onto slides. v6.4.0 published September 12,...

hugohe3/ppt-master1 sources3 entities

Tools · 2026-09-12 · high–

Four coding-agent tools read session logs off disk

tokentab (September 7, 481 stars) computes cost from Claude Code, Codex and Gemini CLI logs. tracecrate (September 10, 105 stars) is a local-first workbench inspecting Claude Code, Codex and OTLP traces and comparing runs with no backend or keys. ai-data-extractor (September 1...

tracecrate1 sources14 entities

Tools

OSS · 2026-09-10 · source-backed–

llmfit answers "what can this machine run" as one Rust command.

AlexsJones/llmfit topped the Rust board at 35,510 stars, MIT, pushed today. It profiles local hardware against hundreds of models and providers and returns what fits, which is the question every local-model attempt starts with and usually answers by downloading 40 GB and findi...

AlexsJones/llmfit1 sources3 entities

OSS · 2026-09-13 · source-backed–

AIHawk pivoted from job-application bot to stealth browser agent and runs with two open issues.

feder-cr/AIHawk, originally the resume auto-apply bot, now describes itself as an open-source browser agent on a stealth Firefox that isn't flagged as a bot, isn't blocked and doesn't trigger captchas. 30,678 stars, 4,651 forks, 2 open issues while being pushed today, which at...

feder-cr/AIHawk1 sources2 entities

OSS · 2026-09-13 · source-backed–

TencentDB Agent Memory frames agent memory as four typed assets owned by a team.

TencentCloud/TencentDB-Agent-Memory turns conversations, docs and code into Chat Memory, Skill, LLM-Wiki and Code-Graph as a team-level hub instead of per-agent recall. 26,539 stars, 2,501 forks, 765 open issues, pushed September 11, and the license reads NOASSERTION on the AP...

TencentCloud/TencentDB-Agent-Memory1 sources13 entities

OSS · 2026-09-12 · high–

A rewrite cuts LiteLLM to 2,900 lines, two dependencies

152 points on Hacker News September 11 with the description "litellm without the bloat": about 2,900 lines, two runtime dependencies (openai and httpx), 19 provider routes, 262 passing tests including 75 ported from upstream, MIT, 162 stars. It deliberately drops the Router cl...

GitHub1 sources6 entities

2026-09-14 · source-backed–

Alibaba's code reviewer claims 4.7x Claude Code's precision at a fourteenth of the tokens

alibaba/open-code-review cut v1.12.1 at 11:23 UTC this morning. It's a Go CLI that ran as Alibaba's internal review assistant for two years before the May 2026 open-source release, and it's at 24,596 stars with 443 added today. The architecture explains the claimed numbers. It...

alibaba/open-code-review1 sources21 entities

OSS · 2026-09-13 · source-backed–

PentAGI is 23,678 stars of autonomous penetration-testing agents in Go, and it gained 613 today.

vxcontrol/pentagi describes itself as a fully autonomous agent system for complex penetration testing, MIT, 3,082 forks, pushed September 10, with only 63 open issues at that scale. It trended alongside SnailSploit/Claude-Red, so offensive-security agents are moving as a categ...

vxcontrol/pentagi1 sources5 entities

Research · 2026-09-10 · high–

A study says Claude's watermark barely marks anything

arXiv 2609.09604 responds to Anthropic's disclosure that every Claude model released after EU AI Act Article 50 took effect on 2026-08-02 embeds a SynthID-Text watermark by default with no opt-out. No public tool can test the deployed systems, so the authors evaluated the open...

arXiv 2609.096041 sources6 entities

OSS · 2026-09-14 · source-backed–

turbovec has 17,125 stars and has never cut a release.

RyanCodrai/turbovec is an MIT Rust vector index on TurboQuant with Python bindings, created March 26, pushed yesterday. The releases API returns nothing at all, so every user is installing from source or from a crate published outside GitHub releases. Seventeen thousand stars...

RyanCodrai/turbovec1 sources7 entities

Top 5 · 2026-09-12 · high–

Earendil's metrics put a number on agent code slop

I've been telling people for months that the agent code I review is *correct and awful*. Correct in the sense that it compiles, passes the tests, does the thing. Awful in the sense that a 400-line function does the work of 80, the same helper exists three times under different...

Earendil3 sources29 entities

Research · 2026-09-11 · high–

Nvidia's math AI hit IMO gold with no formal prover

The system (arXiv 2609.10712) uses no formal prover, no tools and no internet access. Three Nemotron 3 Ultra checkpoints run a generate-verify-refine loop, and together they scored 30 of 42 at IMO 2026, the gold threshold. NVIDIA posted the math SFT and RL checkpoints on Huggi...

arXiv 2609.107121 sources8 entities

Research · 2026-09-13 · source-backed–

An unlearning audit found 47 of 221 released checkpoints move past their own seed spread just by refitting batch-norm statistics.

arXiv 2609.11490 points out that unlearning verdicts are read off numbers published by an unlearned model and its retrained reference, and both ship batch-normalization statistics that no gradient step wrote and no release records. Refitting those stats on kept data at bit-ide...

arXiv 2609.114901 sources1 entities

Vibe Coding · 2026-09-14 · source-backed–

Removing AI slop became its own tool category on the same day, twice.

petergyang/no-ai-slop strips 20-plus patterns from any piece of writing, MIT, at 9,394 stars with 448 added today, and misbahsy/anti-ai-slop was posted to Show HN at 00:38 UTC as a four-stage gated skill for Codex or Claude Code. Both run the model's output back through a dete...

petergyang/no-ai-slop1 sources6 entities

Vibe Coding

Tools · 2026-09-13 · source-backed–

Claude Code 2.1.270 reverts a permission regression its own security release introduced.

v2.1.270, September 12 at 19:45Z, ships one change: read-only git commands in Bash stopped honoring their allow rules and started prompting mid-session, a regression attributed to 2.1.269, the release carrying the two permission-rule escape fixes and the world-readable plugin...

v2.1.2702 sources5 entities

Tools

OSS · 2026-09-13 · source-backed–

tech-leads-club/agent-skills pitches a skill registry on validation instead of breadth.

The repo describes itself as a secure, validated skill registry for Antigravity, Claude Code, Cursor and Copilot, 5,394 stars, 487 forks, 29 open issues, pushed September 12. License reads NOASSERTION, resolve that before depending on it. Positioning an index on validation is...

The repo1 sources8 entities

OSS · 2026-09-10 · high–

GitHub's own agent-workflow repo has 376 issues, 1 PR

github/gh-aw is at 5,121 stars, pushed today. That split is the most closed-to-contribution shape in today's set: a first-party repo taking bug reports at scale while accepting essentially no external patches. The raw open-issues count renders identically to a repo with a heal...

github/gh-aw1 sources1 entities

OSS · 2026-09-10 · high–

A GitHub agent repo has more open PRs than issues

letta-ai/letta-code splits 353 open items into 219 PRs and 134 issues at 3,257 stars. Nearly every other agent repo runs the opposite way (gentle-ai 240:679, traycer 29:167, voicebox 172:513). Either contributions are outrunning review or a bot is opening PRs. Before depending...

letta-ai/letta-code1 sources3 entities

OSS · 2026-09-13 · source-backed–

ColeMurray/background-agents is the self-hostable version of a feature the IDE vendors sell.

The repo is an MIT background coding agent system, 3,006 stars, 435 forks, pushed today, with 46 open PRs against 48 open issues and no tagged release. That PR/issue balance at this size suggests a project still being built with contributors instead of consumed by users. Backg...

The repo1 sources7 entities

OSS · 2026-09-13 · source-backed–

git-ai puts AI code attribution in git metadata instead of a dashboard, at 140 open PRs to 71 issues.

git-ai-project/git-ai is a Rust git extension for attributing AI-generated code inside a repository, 2,674 stars, Apache-2.0, v1.7.5 on September 9. The backlog runs contribution-heavy at roughly 2:1 PRs to issues, which is the healthy direction and unusual for a repo this you...

git-ai-project/git-ai1 sources5 entities

OSS · 2026-09-10 · source-backed–

Microsoft's Ontology-Playground is a zero-backend static app for designing and exporting RDF/XML.

microsoft/Ontology-Playground trended on TypeScript at 2,631 stars, MIT, pushed today: a catalogue of pre-built ontologies, a visual designer, RDF/XML export, shareable diagrams, all in the browser. It doubles as onboarding for Microsoft Fabric IQ. For anyone building a knowle...

microsoft/Ontology-Playground1 sources8 entities

OSS · 2026-09-11 · high–

PI-Desktop puts agent secrets behind a Rust process

vastsa/PI-Desktop is LGPL-3.0 with 2,602 stars. It pairs a React renderer that has no Node access with a Rust process that controls permissions, the filesystem, SQLite and secrets, and runs the pi agent loop as a sidecar. It offers Agent, approval-gated Plan and Goal modes, an...

vastsa/PI-Desktop1 sources12 entities

OSS · 2026-09-12 · high–

Two worktree tools for parallel coding agents trend together

raine/workmux pairs git worktrees with tmux windows (2,489 stars, 316 forks, 47 open issues, pushed September 12) and gained 90 stars; max-sixty/worktrunk gained 44 on the same board (workmux). Both keep N parallel coding agents from writing to the same working tree. The categ...

workmux1 sources2 entities

Markets · 2026-09-10 · source-backed▼

Salesforce is in talks to buy Listen Labs for about $2B, and Listen Labs killed a $1.5B round to take the meeting.

TechCrunch reported it September 9, unsigned and possibly not closing. It lands the same day a16z funded a company to replace Salesforce's data model, which is a clean picture of the incumbent's two options: buy the AI-native layer or watch it get funded against you.

TechCrunch reported1 sources4 entities

Vibe Coding · 2026-09-14 · source-backed–

anything2explainer ships a method, not a CLI.

Created September 8 and at 1,274 stars by today, this Claude Code and Codex skill turns a topic into a rendered motion-graphics explainer with TTS voiceover, subtitles and a chapter bar, every frame drawn in code via Remotion. The author is explicit that no CLI ships: what you...

Created September 81 sources8 entities

Vibe Coding

Research · 2026-09-10 · high▼

Refusal ablation works on a 320B model, standard method misses it

arXiv 2609.09793 applies single-direction refusal ablation to GLM-5.3-Flash, a 320B MoE with 288 routed experts and a four-wide hyper-connection residual. Editing attention, dense and routed-expert writers individually removes 0.039, 0.016 and 0.148 of refusal; editing all thr...

arXiv 2609.097931 sources6 entities

OSS · 2026-09-10 · high–

Agent memory repo tops MCP charts on plain markdown

Created September 1, at 822 stars, with the star history showing 91, 103, 138, 125, 128, 173, 64 across consecutive days. Sustained, not a spike. It stores long-term agent memory as plain Markdown as the source of truth, does local ranked retrieval, runs an independent sleep-t...

Second Markdown-and-Git-native memory project1 sources6 entities

OSS · 2026-09-12 · high–

Rune keeps its coding agent in a separate extension

Created September 10, 302 stars and 18 forks by September 12, with v1.2.1 cut September 11. Keyboard-driven, GPU-rendered, editor plus terminals plus language intelligence plus debugging in one multi-workspace binary. The structural choice: Rune Agent lives in cmd/rune-agent a...

GitHub2 sources12 entities

2026-09-14 · source-backed–

Physics faculty re-graded six benchmarks, and GPT-5.6-Sol went from 47.3% to 78.7%

This one should change how you read leaderboards. A physics benchmark audit put faculty and graduate researchers through six widely used physics benchmarks, including ones feeding the Artificial Analysis Intelligence Index that half the industry quotes. They reviewed problem s...

A physics benchmark audit3 sources24 entities

Tools · 2026-09-12 · high–

tokentab turns your local AI coding logs into a cost report

Created September 7 and at 481 stars, it parses ~/.claude/projects//*.jsonl, ~/.codex/sessions//rollout-*.jsonl and ~/.gemini/tmp/**/session-*.json, with Cursor partial. Token counts come from the logs with no estimation, a hand-maintained table in tokentab/pricing/prices.py h...

GitHub1 sources6 entities

Tools

Infra · 2026-09-11 · high–

SageMaker's new routing mode cuts LLM latency up to 77%

The new PREFIX_AWARE strategy sends requests that share a prompt prefix to the same instance, so that instance's KV cache stays warm (AWS). On Llama 3.1 70B running on seven p5.48xlarge instances with 8K-token shared prefixes, P50 TTFT fell 71-77% and the cache hit rate rose t...

AWS2 sources8 entities

Infra

OSS · 2026-09-13 · source-backed–

Birdview maps repo architecture before an agent edits, 160 stars against 4 forks in 29 hours.

Qiuner/birdview was created September 12 at 06:59Z, MIT, JavaScript, pitched as "stop letting AI code blind" by mapping a codebase's architecture before every change. The 40:1 star-to-fork ratio on a day-old repo points at attention rather than adoption, and there's no seconda...

Qiuner/birdview1 sources5 entities

Markets · 2026-09-12 · high–

ResolveHQ builds a support inbox with zero per-agent pricing

63 points on Hacker News September 11, a TypeScript repo created September 2 and now at 115 stars (GitHub). The bill of materials is the argument: Workers for compute, D1 for the ticket store, R2 for attachments, Queues for async. Zendesk and Intercom charge per agent for the...

GitHub1 sources10 entities

Agents · 2026-09-10 · source-backed–

Hiding the raw action log from the agent and showing only a Bayesian posterior beats ReAct, QMDP and POMCP.

arXiv 2609.10036 traces premature commitment, collapse onto the wrong hypothesis after one observation, and policy drift as history grows to one structural cause: the agent is a history-conditioned policy with no explicit belief over hidden state. Their Belief-State Engine sit...

arXiv 2609.100361 sources9 entities

Agents

Top 5 · 2026-09-11 · high–

Two teams found a popular agent cost-cutter raises costs

RTK has almost 80,000 GitHub stars and a simple promise. It sits between your coding agent and the shell, trims noisy command output before the model reads it, and claims 60-90% savings. Quesma ran it on Terminal-Bench 2.1 and found costs went up. With RTK on, average cost per...

Quesma ran it on Terminal-Bench 2.13 sources23 entities

OSS · 2026-09-12 · source-backed–

"Ask HN: Can we please limit the AI news flood?" took 795 points, and four HN AI-filters appeared in a day.

User cromka posted September 11 and it reached 795 points with 373 comments in 23 hours, arguing the feed is now almost exclusively AI or AI-adjacent. The thread doubles as a measurement: unslop.news reported 88 of 179 submissions surviving its AI filter, about 49%, with its c...

Hacker News1 sources5 entities

Top 5 · 2026-09-11 · high▲

OpenAI turns Codex's agent loop into an API

On September 10 OpenAI opened the Agents API to every developer as a public beta. It exposes what runs Codex as a managed service, and it covers most of the plumbing people have been writing by hand on top of the Responses API. The design has four parts: an Agent, an optional...

Agents API1 sources28 entities

Policy · 2026-09-10 · high▲

Hawley opens Senate probe into OpenAI's Hugging Face breach

Senator Josh Hawley, who chairs the Homeland Security subcommittee on Disaster Management, sent Sam Altman a September 9 letter citing "new, disturbing evidence" and calling the company "reckless" for continuing cybersecurity testing after detecting rogue agent behavior. He ac...

sent Sam Altman a September 9 letter1 sources12 entities

Policy

Top 5 · 2026-09-11 · high–

Cursor's new coordinator agent is banned from writing code

Cursor put Projects into beta on September 10. At its center is a coordinator agent with one unusual rule: it never writes code. It plans, starts implementing subagents that run in parallel, and brings their finished work back to you for review. The coordinator runs on a dedic...

Projects3 sources15 entities

Top 5 · 2026-09-10 · high–

AI bug-fixing loops break more code than they repair

Hand a model a correct program and tell it to find and fix bugs. It will find bugs. arXiv 2609.10123, posted September 9, ran LLMs as blind iterative bug-fixers across multiple models and repair environments. The headline result is the ratio: the rate at which these loops dama...

arXiv 2609.101233 sources12 entities

Top 5 · 2026-09-12 · high–

25 Fields Medallists sign declaration against AI math race

On September 11 Terence Tao published "A Severe Misalignment of AI in Mathematics," co-signed by 25 Fields Medallists spanning Pierre Deligne (1978) to Yu Deng (2026), with Scholze, Viazovska, Kontsevich, Hairer, Maynard, Bhargava, Huh, Birkar, Avila, Figalli and Duminil-Copin...

Tao's blog4 sources35 entities

Research · 2026-09-10 · high–

Poisoned RAG context cuts Llama 3.1 accuracy to 43.5%

arXiv 2609.09243 ran 588 factorial runs poisoning zero to three of three retrieved passages for Llama 3.1 8B on a FEVER-derived task. Entity swap flipped the largest share of previously correct answers; number-based corruption stayed flat while poisoned passages were a minorit...

arXiv 2609.092431 sources5 entities