•2 min read
The Handoff Is a Living Repo
The scarce skill in human and agent collaboration is not managing either side, but structuring ongoing work in a living repository so clearly that either can continue it mid-stride.
Posts tagged with #agents
← View all posts•3 min read
Why Frontier Models Stay Spiky
Frontier models stay spiky because useful work is contextual and counterfactual paths are ungradable. Post-training quality is a grader problem, not a pretraining-size problem.
•4 min read
Can You Fire the Generalist?
The durable firm asset is not the model or the harness. It is the hill-climbing loop that turns a rented generalist into a company veteran you can keep.
•7 min read
Agent-First Tooling Is Not About Agents
Three March 2026 launches hand capability to machines directly. What matters is what that exposure reveals about the products doing it, and what it costs them.
•6 min read
Codex Security and the Triage Problem
Codex Security entered research preview in March 2026, per the announcement. The capability worth examining is triage, not vulnerability discovery.
•7 min read
Self-Modifying Agents Are Version Control With Better Manners
Prompt files drift as their environment moves. Snapshots, rationales, evaluation gates, and logs fix that. The catch is that building the evaluator is...
•4 min read
The Bottleneck Moved: Intelligence Is Cheap, Coordination Is Not
Recent releases point one direction: the frontier is shifting from how well one agent reasons to how reliably many agents coordinate and fail.
•5 min read
Self-Improving Agent Skills Are a Version Control Problem, Not an Intelligence Problem
Letting agents edit their own skill files without an audit trail is uncontrolled drift. The real unlock is evaluate-then-rollback discipline, not smarter...
•5 min read
The Super App Is an Anti-Pattern: Why OpenAI's Consolidation Play Sells Modularity for Everyone Else
OpenAI is merging ChatGPT, Codex, and its browser into one desktop app. The stronger the bundle gets, the more it raises the stakes for enterprise buyers...
•5 min read
Agent Optimization: The SEO Discipline Nobody Is Practicing Yet
WebMCP flips robots.txt on its head. Sites that declare structured functions for agents early may win a new kind of visibility contest, but only for the...
•4 min read
The Moat Moved to the Runtime
Evals, provenance, and execution controls are merging into the agent runtime. The advantage is shifting from model quality to who owns the deployment surface.
•4 min read
When Safety Moves Inside the Runtime
Agent safety is shifting from a bolt-on audit layer into the runtime itself, and that quietly changes where the competitive moat sits.
•6 min read
The Agent That Can Stop Is the Agent You Can Trust
For higher-risk agent workflows, pause-resume execution changes the trust model: agents can preserve state, request human approval at the risky step, then...
•4 min read
The Zero-Human Company Still Has Humans Somewhere
A repo named paperclip selling zero-human orchestration is a narrative signal. The real question is where human judgment moves.
•5 min read
The Number Cannot Be Accused of Bias
Algorithmic outputs launder managerial intent as objectivity. In enterprise AI adoption, top performers are the most exposed, not the most protected.
•4 min read
The Median Is the Trap
Enterprise AI tools encode median judgment as ground truth. They lift the bottom, normalize the middle, and quietly cage the top. The fix is adoption, not model quality.
•3 min read
APAC is writing the rules while the West debates timelines
Singapore shipped the first agent governance framework for regulated finance. The EU is still arguing about 2027 versus 2028. First working standard wins.
•3 min read
Parameters Are a Commodity. Tool Access Isn't.
Google Deep Research Max ships on MCP. Not a proprietary connector. The real AI moat moved from model parameters to enterprise tool access.
•2 min read
A2A Is the Next Shadow IT
Enterprise gateways are wiring up to scan agent-to-agent traffic. Local-first A2A without observability will get classified as lateral movement and blocked.
•2 min read
The governance layer eats the framework
Everyone says the agent orchestration layer is the moat. Enterprise IT history says the governance plane above it wins. Kong, Databricks, and Cloudflare are already making the move.
•2 min read
Self-Improving Agents Are Lying to You
Self-modifying agents are only safe with evaluate and rollback discipline. Without an audit trail, self-improvement is just drift with better PR.
•2 min read
The interface is no longer for you
Google, Binance, and Binary Ninja all shipped machine-first interfaces in Q1 2026. Platforms aren't designing for humans anymore. They're designing for agents.
•5 min read
The AI Security Threat Is Already Here: It Just Looks Boring
Three supply chain incidents in six weeks expose a pattern: AI deployment velocity is breaking operational security. The risk isn't rogue superintelligence, it's a compromised pip package.
•4 min read
The Frontier Is Bifurcating
Anthropic leaked a 10T-parameter model above Opus. The AI frontier isn't converging, it's splitting into commodity and ultra-tier intelligence, and most architectures aren't built for that.
•3 min read
The Eval Layer Is Gone. It's Inside the Runtime Now.
Evals and security controls are being absorbed into the agent runtime. The moat is no longer model quality, it's control of the deployment surface.