// Transmission log
Guides, insights, and news from the world of AI agents.
Field report · July 14, 2026
Codex hit 7M users while Polymarket gives Anthropic 95% best-model odds. We break down what the numbers actually mean.
Field report · July 13, 2026
Hallmark runs 58 anti-slop gates on every AI build. Here is how to bolt a quality linter onto Claude Code, Cursor, or Codex.
Field report · July 12, 2026
The guardrail stack teams keep rebuilding — destructive-command guards, anti-slop gates, context hygiene — and the build-vs-buy read.
Field report · July 11, 2026
ChatGPT Work pairs Computer Use with GPT-5.6 to lock teams into agentic seats. The demos impress; the launch stumbled.
Field report · July 10, 2026
Three repos hold 500K stars. But star velocity hides fragmentation, security gaps, and the open question of standards convergence.
Field report · July 9, 2026
MadsLorentzen's ai-job-search hit 19K stars. We break down the drafter-reviewer architecture and how to actually use it.
Field report · July 5, 2026
A ported game, 50M lines of Ruby, and a $149 invoice. Here's what Claude Fable 5 actually delivered this week.
Field report · July 3, 2026
Gartner says 40% of agentic AI projects get canceled. Here are the five failure modes that kill agents in production and the discipline that ships the rest.
Field report · June 28, 2026
Route Claude Code and Codex through OmniRoute or OpenRouter to use GLM-5.2, DeepSeek, and 50+ free models. Three env vars, zero API bill.
Field report · June 27, 2026
AWS Lambda MicroVMs give agents VM-level isolation with zero infra. How they compare to E2B, gVisor, and DIY Firecracker.
Field report · June 26, 2026
How OpenRig, Open Engine, and Omnigent wire Claude, Codex, and ChatGPT into shared task loops with state handoffs.
Field report · June 25, 2026
Google open-sourced DESIGN.md — a spec that gives coding agents your visual identity. Here's how to write one that works.
Field report · June 24, 2026
When one agent is not enough. How teams are managing fleets of background agents with Orca, Copilot /fleet, and custom orchestration.
Field report · June 23, 2026
Anthropic shipped Claude Tag — an ambient Slack agent with per-channel isolation, access bundles, and ambient mode. Here's the operator setup.
Field report · June 22, 2026
In June 2026 the industry coined 'loop engineering' — designing the autonomous loop that prompts your agent instead of prompting it yourself. Here's what it actually is, where it came from, how to build one, and where it breaks.
Field report · June 22, 2026
HyperFrames lets agents write HTML to produce video. The pattern works because LLMs can visually reason about HTML — and JSON can't carry layout.
Field report · June 21, 2026
MCP costs 32x more tokens than Skills for the same task. Simon Willison asks if MCP's real job is just auth. Here's the architectural answer.
Field report · June 20, 2026
Claude Code now builds live dashboards, diagrams, and shareable pages. Plus Claude Design syncs to your codebase. Here's the setup.
Field report · June 16, 2026
Anthropic paused the June 15 Agent SDK billing split after community backlash. Here's what happened, why it matters, and what operators should do next.
Field report · June 15, 2026
Fable 5 got pulled overnight. Here's how to run Qwen 3.6, Gemma 4, and PI on your own GPU — what works, what breaks, and the 80/20 hybrid.
Field report · June 14, 2026
Microsoft's MDASH scored 88.45% on CyberGym by orchestrating 100+ specialized agents. Here's the 5-stage pipeline and what it means for builders.
Field report · June 13, 2026
The Fable 5 ban proved the model is not the moat. Operators who built orchestration loops barely flinched — here is why harness investment is ban-proof.
Field report · June 12, 2026
The shift from prompt engineering to loop engineering. How Karpathy, Steipete, and Boris Cherny design systems that prompt their agents.
Field report · June 11, 2026
SkillSpector scans agent skills before install. Claw Patrol firewalls them at runtime. Here's why you need both.
Field report · June 10, 2026
6 of 15 top repos are skills frameworks. Here's the operator's guide to last30days, superpowers, agent-skills, and pm-skills.
Field report · June 9, 2026
AI agents produce 10x more PRs, but review capacity is fixed. LinearB data, FrontierCode scores, and the gate patterns that actually work.
Field report · June 8, 2026
36% of agent skills have security flaws. Your CLAUDE.md, MCP servers, and .cursorrules files execute on load — here's how to vet them.
Field report · June 5, 2026
Anthropic open-sourced a full AI vulnerability pipeline. Here's how to point it at your own repo — and what it actually costs.
Field report · June 4, 2026
headroom compresses tool outputs, logs, and RAG chunks before they reach the LLM. Library, proxy, or MCP server. Here's the operator setup.
Field report · June 3, 2026
Graph memory beats flat RAG for coding agents. Supermemory, Mem0, Zep, and Headroom are the new infra tier.
Field report · June 1, 2026
Process sandbox vs network sandbox for AI agents. LangSmith, E2B, Firecracker, and Tailscale Aperture compared.
Field report · May 31, 2026
cc-switch hit 86K stars because portability is the whole game. The harness stack — switchers, multiplexers, sandboxers — is where lock-in lives now.
Field report · May 30, 2026
Claude Code's dynamic workflows let one Salesforce team ship a 231-day migration in 13. Here's the orchestration loop — and the operator playbook.
Field report · May 25, 2026
Inside Anthropic's 15-workflow + 15-skill SMB bundle: what's in it, where the 31 number comes from, and the TAM signal 382K day-one downloads sends.
Field report · May 24, 2026
GitHub's #1 and #2 trending repos both pre-index code for AI agents. LLM pipelines + React dashboard vs tree-sitter + MCP. Pick wrong, pay twice.
Field report · May 23, 2026
codegraph hit GitHub #2 on day one — a local knowledge graph that cuts Claude Code, Codex, Cursor, OpenCode, and Hermes token spend by 59%.
Field report · May 22, 2026
Microsoft pulled Claude Code over budget overruns. Anthropic shipped /usage the same week. Whoever owns the agent observability layer wins.
Field report · May 21, 2026
Google's Antigravity 2.0 force-updated installs and retired Gemini CLI. What changed, what broke, and whether agent-IDE lock-in is worth the risk.
Field report · May 18, 2026
Anthropic, IBM, and AI LABS converged this week on the engineering thesis for hour-scale agent autonomy. Here's what changed and what to build.
Field report · May 17, 2026
Three creators flipped to Codex the same day; r/ClaudeAI hit thousands of upvotes on PR-review fatigue. Stack shift, or review-loop shift?
Field report · May 16, 2026
Hashimoto's HN-#1 "entire companies under AI psychosis" framing, turned into a 9-question audit you can run on your own agent stack tomorrow.
Field report · May 15, 2026
Codex now ships inside the ChatGPT mobile app. What mobile actually unlocks, what it doesn't, and how to pair it with a real backend safely.
Field report · May 14, 2026
Domain-specific skill bundles are filling in around the generic .claude-directory frame — scientific, academic, learning packs all trending in one cycle.
Field report · May 13, 2026
Agent-volume PRs broke CI/CD. Here's the four-layer Continuous Compute stack — routing, filesystems, Agent View, skills, memory — that ops teams need now.
Field report · May 12, 2026
Sal Khan admitted Khanmigo was 'a non-event.' Quizlet killed Q-Chat. The teacher tools won. Here's what the post-Khanmigo AI tutoring field looks like.
Field report · May 12, 2026
Cowork on Opus 4.7 booked 8 flights end-to-end. Anthropic's racing the open stack for the agent shell layer — and the 2014 container playbook is back.
Field report · May 11, 2026
Lindy, JP Morgan, and OpenAI all shipped a separate judge layer for production agents in Q2 2026. It's a category, not a fad.
Field report · May 10, 2026
Two-day-old skill ecosystem already spawned validators: react-doctor, agentmemory's LongMemEval benchmarks, and Osmani's curation outpacing first-party.
Field report · May 9, 2026
YC named it tokenmaxxing — one founder + agent harness doing the work of 400 engineers. Here's the stack: Codex parallel tabs and Claude Code skills.
Field report · May 8, 2026
ByteDance's UI-TARS-desktop hit GitHub trending #6 inside the Chinese-AI surge week. How the visual-agent stack stacks up against Claude and Operator.
Field report · May 7, 2026
When to switch agent retrieval from embeddings to PageIndex's vectorless tree search — and when not to. The honest 2026 read.
Field report · May 6, 2026
Dexter (24.4k stars, MIT) vs Anthropic's 10 finance agent templates: a job-by-job buyer's guide for self-host vs managed financial research.
Field report · May 5, 2026
Anthropic shipped ten finance agent templates today — KYC, pitchbooks, reconciliation, more. Which one fits which job, and the open-source alternatives.
Field report · May 4, 2026
After DeepSeek V4, the coding-agent stack has three substrates with very different pricing and lock-in. Which should you switch to?
Field report · May 3, 2026
TradingAgents +3,315 stars/day. Maigret +1,117. Dexter, TaxHacker, Pixelle. The horizontal framework era is over — here's what's replacing it.
Field report · May 2, 2026
Three harness substrates embedding into CI/CD this month. We compare use case, distribution, lock-in, and pricing across all three.
Field report · May 1, 2026
DeepSeek-TUI, Hermes, and the non-English tokenizer tax just stacked into a coherent harness alternative to Claude Code Max. Install, cost math, gaps.
Field report · April 30, 2026
David Gomes' AI Engineer talk turned Cursor's WorkTrees rewrite into the first production case study for Skills-as-Runtime. What 200 lines actually replaced.
Field report · April 27, 2026
mattpocock/skills (+5,551), awesome-codex-skills (+637), pi-mono (+949): coverage, license, governance side-by-side. Pick the one for your stack.
Field report · April 26, 2026
Two skill directories landed within 24h — one for Claude, one for Codex. Which one to publish into, and why the cross-vendor index is the real prize.
Field report · April 25, 2026
ml-intern is HuggingFace's open-source AI agent that reads papers, discovers datasets, and trains models autonomously — outperforming Claude Code on GPQA.
Field report · April 24, 2026
Garry Tan's gstack gives Claude Code 23 specialist skills: CEO, Eng Manager, QA. 82K stars and still climbing. Here's what actually works.
Field report · April 23, 2026
Shannon autonomously pentests web apps at 96% XBOW success for ~$50 a run. We review how it works, what it misses, and who should use it.
Field report · April 22, 2026
Claude Mythos found 271 Firefox bugs in one pass. How Anthropic's restricted security agent works — and what it means for defenders.
Field report · April 20, 2026
95.6K stars in 7 weeks. Hermes Agent's v0.10 adds Ollama local models and Chrome CDP browser integration. Honest review of what works — and what doesn't.
Field report · April 19, 2026
deer-flow (62.8k stars), evolver, and GenericAgent hit GitHub top 10 simultaneously. We compare architecture, security posture, and production readiness.
Field report · April 17, 2026
GenericAgent and EvoMap hit 800+ GitHub stars/day building AI that grows its own skill trees. How each works, and the security risk nobody mentions.
Field report · April 16, 2026
Cloudflare shipped AI Platform, Email for Agents, and Artifacts/Git on the same day. Setup guide + when to use each for production AI agents.
Field report · April 15, 2026
SOUL.md gives AI agents persistent identity across sessions — no more blank-slate resets. Learn the pattern, write your first soul file.
Field report · April 14, 2026
Archon makes AI coding agents deterministic with YAML workflows. 17K stars, +452 today. Is 'harness engineering' a real category — or just retry logic?
Field report · April 13, 2026
multica: 1,724 stars, #5 GitHub trending. Managed agents platform for Claude Code — task routing, skill compounding, and team-level coordination reviewed.
Field report · April 12, 2026
NousResearch's hermes-agent hit 7,450 stars in 24 hours. We tested its self-improvement loop, compared it to Archon and Multica, and asked the hard question.
Field report · April 11, 2026
cc-switch unifies five AI coding CLIs into one app. Here's how it works, when to use which agent, and what the platform economics mean for developers.
Field report · April 11, 2026
obra/superpowers gained 1,589 GitHub stars in one day. A hands-on guide to what it is, how it differs from Archon and multica, and when to use it.
Field report · April 9, 2026
Meta just launched Muse Spark, their first closed-weight frontier model. We break down the benchmarks, the 16-tool suite, and what it means for agent builders.
Field report · April 8, 2026
Block cut 40% of its workforce and hit its best quarter ever. Goose, their open-source AI agent, made it possible. Here's how it works.
Field report · April 4, 2026
Google's Gemma 4 31B just hit #3 on the open model global leaderboard — and it has a perfect Tool Call 15 score. Here's the complete agent developer review: benchmarks, deployment, Apache 2.0 license, and how it stacks up against DeepSeek V3.2, Qwen 3.5, and Llama 4.
Field report · April 2, 2026
The LiteLLM supply chain attack compromised ~500K machines in 40 minutes. Here's why AI agent pipelines are uniquely vulnerable — and 5 concrete steps to protect your stack today.
Field report · April 2, 2026
Alibaba Qwen 3.6-Plus offers a 1M context window and agent benchmarks rivaling Claude Sonnet 4. Real Claude/GPT alternative? We cut through the benchmark spin.
Field report · March 31, 2026
GitHub trending is exploding with agent orchestration frameworks. We cover the top 6: Superpowers, oh-my-claudecode, hermes-agent, learn-claude-code, claude-mem, and AgentScope — what they do, who they're for, and which to pick.
Field report · March 29, 2026
François Chollet launched ARC-AGI V3 — interactive video game environments where agents must learn goals and controls with zero instructions. Humans: 100%. GPT-5.4 + Opus 4.6: 0.3%. This is the benchmark that exposes the gap between trained intelligence and actual intelligence.
Field report · March 28, 2026
Deep-dive review of Anthropic Dispatch — the AI desktop agent that takes over your Mac, opens apps, clicks through UIs, and delivers completed work while you're away. How it compares to basic Computer Use, Open Interpreter, and what the 'finished work' paradigm actually means in practice.
Field report · March 26, 2026
MiniMax M2.7 participated in its own training. Meta's Darwin-Gödel HyperAgent rewrites its own code to become a better coder. The era of self-evolving AI agents has arrived — here's how it works technically, what it means for agent builders, and why open-source weights change everything.
Field report · March 24, 2026
Claude Code's unannounced Auto Dream feature consolidates agent memory like REM sleep. Meanwhile, ETH Zurich found context files hurt more than they help. The agent memory problem is the unsolved infrastructure challenge of 2026 — here's what's actually working.
Field report · March 23, 2026
McKinsey predicts AI agents will mediate over $1 trillion in consumer purchases. But most businesses are invisible to agents — blocked by the very anti-bot infrastructure they spent 20 years building. Here's what's actually required to become agent-ready, why wrapping an API in MCP isn't enough, and what Walmart's failed ChatGPT checkout reveals about the real challenges of agent commerce.
Field report · March 22, 2026
An in-depth review of OpenCode, the open-source AI coding agent with 120K GitHub stars that hit 1099 points on Hacker News. How does it compare to Claude Code, Codex CLI, and GSD 2?
Field report · March 21, 2026
Three new studies paint a brutal picture of AI agent reliability in 2026. Scale AI's benchmark shows a 97.5% failure rate on real freelance work. Alibaba finds 75% of frontier models break working code. Harvard data reveals employers already regret AI-driven layoffs. Here's what the data actually says.
Field report · March 19, 2026
The agent stack is standardizing around model → runtime → harness → agent. We compare LangChain Deep Agents, CrewAI, AutoGen, Agency Swarm, Haystack, and OpenClaw — the best open-source frameworks for building your own AI agents in 2026.
Field report · March 18, 2026
GSD 2, Claude Code, and Codex CLI compared head-to-head. Architecture, autonomy, pricing, and git workflow — which coding agent CLI fits your workflow?
Field report · March 17, 2026
A comprehensive comparison of the best AI browser automation agents in 2026 — from Claude's Browser Extension to BrowserBase, Browser-Use, AgentQL, and more. Covers personal automation, enterprise scraping, and QA testing use cases.
Field report · March 16, 2026
A comprehensive comparison of the best AI agents transforming finance and accounting in 2026. Covers Ramp AI, Vic.ai, Truewind, Stampli, Puzzle, Zeni, and more — with practical guidance on evaluation, compliance, and choosing the right tool for your team.
Field report · March 15, 2026
A comprehensive comparison of the best AI computer-use agents in 2026, including Perplexity Computer, Claude Computer Use, OpenAI Operator, and top open-source alternatives. Capabilities, pricing, security, and practical recommendations.
Field report · March 13, 2026
A curated guide to the best AI agents and models you can self-host in 2026. From NVIDIA Nemotron to Ollama-powered agents, discover what runs on your hardware — with full privacy, zero API bills, and no data leaving your machine.
Field report · March 12, 2026
The shift from standalone AI agents to embedded AI agents built into your existing apps is accelerating. See how Google Gemini, Microsoft Copilot, and others are integrating agents directly into productivity tools — and what it means for you.
Field report · March 10, 2026
Discover the top AI agents transforming creative industries in 2026 — from Suno's music generation to Sora's video creation to Midjourney's design capabilities. A hands-on guide to AI creative tools.
Field report · March 8, 2026
A step-by-step guide to automating your work with AI agents in 2026. Real workflows for developers, marketers, researchers, and business professionals with specific tool recommendations.
Field report · March 6, 2026
Compare the top AI research agents of 2026 — OpenAI Deep Research, Perplexity, Grok, and Elicit. We test them on research depth, accuracy, speed, and best use cases.
Field report · February 26, 2026
A comprehensive guide to AI agent security risks and best practices, covering prompt injection, data exfiltration, over-permissioning, and how to safely deploy AI agents.
Field report · February 25, 2026
Everything you need to know about AI coding agents in 2026: how they work, the best options available, real-world use cases, and how to integrate them into your development workflow.
Field report · February 24, 2026
Explore how AI agents are revolutionizing customer service with faster response times, 24/7 availability, personalized interactions, and reduced costs for businesses of all sizes.
Field report · February 22, 2026
Discover the best free AI agents available in 2026, from coding assistants to productivity tools, research agents, and creative AI — all with generous free tiers.
Field report · February 20, 2026
Understand the key differences between AI agents and AI chatbots, including capabilities, use cases, and how each technology is transforming business and productivity.
Field report · February 15, 2026
A practical framework for evaluating and selecting AI agents that align with your business needs and goals.
Field report · February 1, 2026
A comprehensive roundup of the best AI coding agents available in 2026, from pair programming to autonomous development.
Field report · January 10, 2026
Learn what AI agents are, how they work, and why they're transforming the way we interact with technology.