Monday, August 24, 2026

A hot Skills.sh skill for pulling Instagram profile and post data through an agent. Scraping social platforms is exactly the kind of chore worth handing to a script that never gets bored.

If you do any outbound or audience research, structured profile data beats manual browsing, but check the terms of service before you lean on it.

Skills.sh · scraping · workflow

A skill for handing coding work to Codex, Claude Code, or OpenCode as background workers rather than babysitting single edits. The pattern is delegation, not autocomplete.

Running agents as background workers with clear task boundaries is how solo operators get parallel throughput without losing review control.

SkillsMP · coding · developer

Wraps Tavily web search, extraction, and research endpoints into agent-ready instructions. Search quality inside an agent loop is still one of the biggest levers on output quality.

Most weak agent answers trace back to weak retrieval. A tuned search layer is cheap to add and pays off across every workflow you run.

SkillsMP · research · context

Instructions for building and reviewing technical docs plus the agent instruction files that live in your repo. Boring topic, outsized payoff once a team grows past one operator.

Docs written for humans and docs written for agents are converging. Repositories that encode their rules well onboard both faster.

SkillsMP · documentation · workflow

openai/codex

OpenAI’s terminal coding agent pulled more than 2,700 stars in a day, near 116k total. The terminal is where the agent workflow battle is being settled.

Apache-2.0 · 2,715 stars today · 115,986 total

proliferate-ai/proliferate EARLY

An open-source, self-hostable IDE for running Claude Code, Codex, OpenCode, and others side by side, locally or in the cloud, with reusable workflows. Built by a YC S25 team.

MIT · 32 stars today · 327 total

superset-sh/superset

An agentic IDE that orchestrates over a hundred coding agents in parallel under your existing subscriptions. Parallel agent fleets keep moving from demo to daily driver.

No license · 28 stars today · 13,268 total

Alishahryar1/free-claude-code

Routes Claude Code, Codex, Pi, and OpenCode through pooled free access from terminal, app, IDE, or phone. Popular, but read the terms before wiring it into anything real.

MIT · 1,081 stars today · 48,157 total

VoltAgent/awesome-agent-skills

A curated catalog of over a thousand agent skills from official dev teams and the community, compatible across Claude Code, Codex, Gemini CLI, and Cursor. A good map before you buy anything.

MIT · 156 stars today · 31,435 total

The maintainers lay out where MCP is heading on registries, server discovery, identity, and governance. If your agents depend on MCP servers, this is the closest thing to a direction statement.

HN

A widely shared essay on reading generated code and prose until everything looks plausible and nothing looks wrong. The failure mode is not the model; it is reviewer fatigue at scale.

HN

An agent harness that simulates a whole office of agent coworkers drew heavy traffic over the weekend. Playful on the surface, but it is also a live demo of multi-agent coordination overhead.

HN

A long forum deep dive into quantization, context handling, and sampling settings that make local models underperform their specs. Worth it if you run anything on your own hardware.

HN

Willison pulls numbers from an FT story: July annualized revenue around $65bn, up from $47bn in May. Cheap good-enough models keep taking the volume.

Simon Willison

All nineteen session recordings from the San Francisco event, including keynotes and workshops with the Amodeis. A weekend's worth of practitioner material without the conference ticket.

R/CLAUDEAI

A practitioner argues Opus 5's sweet spot is nowhere near coding sessions. Matching model to task shape beats matching model to benchmark table.

R/CLAUDEAI

Following Anthropic's programmatic tool calling post, a builder wrote a small Lisp so agents compose tool calls into programs instead of firing them one at a time. Sandboxing is the hard part.

R/MCP

Fifteen declared tools but four used means eleven loaded into context for nothing. An allowlist file trims context bloat and shrinks the surface for tool confusion at the same time.

R/MCP

An open-source project exposes databases to MCP clients for plain-language analytics without raw query access. Guarded data access like this is what most internal agent deployments actually need.

R/MCP

A UK startup that turns captured CO2 into diamond coatings raised over 700k led by Carbon13 to cool AI data centres. Thermal limits are becoming an inference-cost problem, so even seed-stage angles are worth tracking.

€700k+ · Early-stage

The Plymouth robotics firm builds autonomous ocean-sensing micro-sailboats and raised 4.27M led by Lunar Ventures to triple manufacturing. Physical AI keeps pulling European capital.

$5M · Venture round

Builds scalable training tasks for terminal agents, each with an instruction, initialized environment, reference solution, and executable verifier. Directly relevant if you train coding agents.

115 HF upvotes upvotes · Aug 19, 2026

Existing memory benchmarks check whether information is stored and retrieved, not whether retrieved memory misleads the agent. Anyone running persistent-memory assistants should read this before trusting recall.

31 HF upvotes upvotes · Aug 20, 2026

Extends Agent Lightning's disaggregated design so arbitrary agents behind an LLM endpoint proxy can be connected to RL training. The harness, not the model, becomes the training interface.

28 HF upvotes upvotes · Aug 18, 2026