Department

Agents

17
Pieces
AUG 21, 2026
Last filed

Everything in Agents

17 pieces · newest first
JUN 22, 2026
How much is the harness worth? The year the number got measured
Six weeks after agent harness engineering got named, the empirical question arrived: how much of a coding agent's score is the model, and how much is the scaffold around it. Four 2026 papers put numbers on it — and the numbers are larger than almost anyone guessed.
35 MIN 15 src
JUN 21, 2026
Supermemory open-sourced its memory engine. The moat moved somewhere else
On June 10 Supermemory shipped its graph engine as a local binary anyone can run for free. Reading the repo, the docs, and the benchmark fight shows the giveaway is a distribution play, not a surrender.
36 MIN 25 src
JUN 13, 2026
Who owns the coding-agent runtime?
In 48 hours the question of where long-running coding agents actually run got both answers at once: an indie $7M bet against lock-in, and a frontier-lab acquisition that pulls the runtime layer inside Codex.
30 MIN 28 src
JUN 12, 2026
The agent-memory funding wave hides four different bets
On one June Tuesday, money poured into startups all selling AI-agent 'memory.' The word covers at least four different technical products, and the frontier labs are absorbing the easiest of them as a free feature.
12 MIN 12 src
JUN 02, 2026
The agent-framework field reinvents the same five wheels
Eleven OSS agent runtimes, one recurring pattern: memory, sandboxing, skills-vs-MCP, tool governance, and transport. Only Letta solved memory, only smolagents solved sandboxing, and the 2026 vendor SDKs are quietly absorbing the rest into hosting platforms.
18 MIN 18 src
JUN 01, 2026
Grok Build, and the model xAI didn't make
xAI shipped a terminal coding agent, then put a competitor's model inside it that out-codes its own. Read against a $60B SpaceX option on Cursor, the CLI war looks less like four rivals and more like one stack assembling itself.
12 MIN 14 src
MAY 15, 2026
Anthropic's developer doctrine in fifteen videos and a panel
The Developers playlist is Anthropic's public lecture series for builders. Read against Building Effective Agents, MCP, and Claude Code, the canon hangs together. Here is what it argues.
17 MIN 22 src
MAY 06, 2026
Brockman is right: human attention is the next bottleneck, and the agent stack knows it
Greg Brockman's AI Ascent 2026 thesis is that judgment, not compute, becomes the scarce resource as agents take over execution — and Codex Cloud, Cursor 3, Devin, and Anthropic auto mode are already pricing it in.
14 MIN 23 src
MAY 04, 2026
Karpathy's Software 3.0 — agentic engineering raises the ceiling
Karpathy's AI Ascent 2026 talk laid out the December 2025 phase change, why the Menu Gen app shouldn't exist, jagged intelligence, verifiability as the master variable, and the new programming surface.
14 MIN 21 src
MAY 03, 2026
WizOfEcom's 5-agent content engine, audited
Mubbu's May 3 X long-form lays out a 5-agent stack for running founder personal brands in 45 minutes a week. The architecture is real. The proofs are gated. Here's the audit.
18 MIN 31 src
APR 26, 2026
Inside the personal AI runtime wars: 487K stars, 57K issues, 25 SaaS businesses
OpenClaw has 138 CVEs, a 1GB/min memory leak, and a supply-chain attack where 80% of audited skills were malicious. Hermes's flagship feature silently deleted user data on launch day. The SaaS ecosystem built on their pain has 25+ providers.
23 MIN 34 src
APR 08, 2026
Memory engines for long-running agents
Every agent-memory tutorial opens with a vector DB. That is a product opinion, not a default. Here is what mature agent runtimes actually use, and the narrow window where Qdrant or sqlite-vec earns its keep.
16 MIN 31 src
MAR 19, 2026
The MCP ecosystem map
Twelve months in, MCP is 97M SDK downloads, 20,000+ servers, six framework attempts, and one unsolved auth problem. Here is who is actually shipping and where the protocol breaks at scale.
16 MIN 16 src
MAR 12, 2026
The deep-research agent wars
Fifteen open-source deep-research agents reduce to four architecture archetypes. Two of the four are dead ends. Here is the field guide for picking.
14 MIN 19 src