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Udemy

Online learning marketplace where independent instructors create and sell self-paced video courses across technology, business, and other subjects.

Current stories

investConfirmed5 publishers

a16z's academy commits $840,000 per founding student before anyone pays tuition

Andreessen Horowitz and individual investors put $42 million into a one-year, unaccredited San Francisco program whose first class of about 50 pays nothing. The paying version, at $60,000 to $90,000 a year, needs regulatory approval.

Perspective Coverage

5 publishers
Builder
Builder 29%
Operator
Operator 32%
Investor
Investor 39%

Reality

Evidence55
Adoption
Not scored
Hype gap+35
Incentives75
Confidence60
buildOne report1 publisher

Context rot piece maps two of five failure modes, position bias and attention dilution, before breaking off mid-sentence

A dev.to piece on harness engineering splits agent degradation into five separable failure modes. The two it actually describes both turn on where a token sits in the assembled prompt, and a bigger window leaves both in place.

Publishers:dev.to

Reality

Evidence24
Adoption
Not scored
Hype gap+30
Incentives68
Confidence55
buildOne report1 publisher

Agents stall on tool surfaces, not models: tool design as an engineering discipline

A dev.to series entry on the harness tool layer argues fifty bespoke tools are worse than read_file and bash. The usable test is whether one tool already expresses another.

Publishers:dev.to

Reality

Evidence28
Adoption
Not scored
Hype gap+24
Incentives68
Confidence34
buildOne report1 publisher

Your agent's blast radius is decided by the filesystem, not the prompt

Part 6 of dev.to's Harness Engineering series puts the runtime where tool calls execute at the center of agent safety. Its list of things a bounded environment must prevent reads as an infra checklist.

Publishers:dev.to

Reality

Evidence24
Adoption
Not scored
Hype gap+12
Incentives68
Confidence41
buildOne report1 publisher

Agent Memory Is Two Systems, Not One Dial With Scratch On One End

A dev.to series on harness engineering splits persistence into in-task scratch and cross-session recall, and argues that building them as one system produces neither.

Publishers:dev.to

Reality

Evidence28
Adoption
Not scored
Hype gap+16
Incentives62
Confidence47
buildOne report1 publisher

The payload is rebuilt every turn, so stop treating your prompt as a shipped artifact

A dev.to series argues "prompt engineering" is too narrow for agents: the package sent to the model is reassembled on every call, which makes it a runtime concern, not a file.

Publishers:dev.to

Reality

Evidence30
Adoption
Not scored
Hype gap+20
Incentives65
Confidence33
buildOne report1 publisher

Instrumentation Is the Whole Gap Between an Agent and an Agent You Can Run

A dev.to series argues non-deterministic, multi-step agents cannot be operated on the request-level logging most teams already have. The argument holds, and the work it implies is unglamorous.

Publishers:dev.to

Reality

Evidence24
Adoption
Not scored
Hype gap+18
Incentives72
Confidence38